diff --git a/ADMIN_ROUTES.md b/ADMIN_ROUTES.md new file mode 100644 index 0000000..db12082 --- /dev/null +++ b/ADMIN_ROUTES.md @@ -0,0 +1,139 @@ +# Admin and Staff Routes + +## 🔐 Admin Routes +*Requires `role === "admin"` or `role === "staff"` in registrations collection* + +### Main Dashboard +- **`/admin`** - Admin control panel with all tools + +### Settings & Configuration +- **`/admin/settings`** ⚙️ - Event configuration + - Toggle leaderboard visibility + - Control event settings + +### Team Management +- **`/admin/teams`** 👥 - Team management + - **Create new participants/registrations** (fill all fields manually) + - Create teams from registrations + - Assign team leaders + - Confirm payment status + - View team details + +### Judge Management +- **`/admin/judge-assignments`** 📋 - Judge assignment system + - Assign judges to teams + - Manage judging schedules + - View assignment status + +### Milestones & Judging +- **`/admin/milestones`** 📝 - Milestone overview +- **`/admin/milestones/[id]`** 🎯 - Individual milestone judging + - Score teams on assigned milestones + - Enter rubric scores + - Add time bonuses + - View real-time scoring + +--- + +## 👔 Staff Routes +*Requires `role === "staff"` or `role === "admin"` in registrations collection* + +### QR Scanner +- **`/staff/scanner`** 📱 - Multi-purpose QR code scanner + - Check-in participants + - Distribute swag items + - Photobooth access control + - Real-time attendance tracking + +### Analytics Dashboard +- **`/staff/analytics`** 📊 - Event analytics + - Check-in statistics + - Swag distribution tracking + - Photobooth usage stats + - Export attendance data (CSV) + - Real-time event metrics + +--- + +## 🏆 Public Routes (No Authentication Required) + +### Leaderboard +- **`/leaderboard`** - Team rankings and scores + - Real-time score updates + - Filter by milestone + - Filter by classroom + - Top 3 podium display + - *Can be hidden by admins via settings* + +--- + +## 📋 Participant Routes +*Requires authentication with `role === "participant"` or `role === "leader"`* + +### Dashboard +- **`/dashboard`** - Participant home page +- **`/team`** - Team information +- **`/profile`** - User profile + +### Registration & Team Creation +- **`/register`** - Event registration +- **`/create-team`** - Create new team +- **`/edit-team`** - Edit team details +- **`/view-team`** - View team information + +### Hackathon Resources +- **`/hackathon/milestone_one`** - Milestone 1 details +- **`/hackathon/milestone_two`** - Milestone 2 details +- **`/hackathon/milestone_three`** - Milestone 3 details +- **`/hackathon/milestone_four`** - Milestone 4 details + +### Information Pages +- **`/schedule`** - Event schedule +- **`/timeline`** - Event timeline +- **`/faq`** - Frequently asked questions +- **`/coc`** - Code of Conduct + +--- + +## 🔑 Access Control Summary + +| Role | Admin Panel | Staff Tools | Judging | Team Mgmt | Settings | +|------|------------|-------------|---------|-----------|----------| +| **Admin** | ✅ Full | ✅ Full | ✅ Yes | ✅ Yes | ✅ Yes | +| **Staff** | ✅ Limited | ✅ Full | ❌ No | ✅ View | ❌ No | +| **Leader** | ❌ No | ❌ No | ❌ No | ✅ Own Team | ❌ No | +| **Participant** | ❌ No | ❌ No | ❌ No | ❌ No | ❌ No | + +--- + +## 📝 Notes + +### Admin Settings Page Features: +1. **Leaderboard Visibility Control** + - Toggle leaderboard on/off + - Real-time updates for all users + - Useful for hiding scores between milestones + +### Staff vs Admin Access: +- **Staff** can access most tools but cannot: + - Assign judges (admin only) + - Access admin settings + - Modify core configurations + +- **Admin** has full system access including: + - All staff capabilities + - Judge assignment system + - Event configuration settings + - System-wide controls + +### Security: +All routes check authentication on page load: +```typescript +getDoc(doc(db, "registrations", user.uid)).then((document) => { + const response = document.data(); + if (response.role !== "admin" && response.role !== "staff") { + alert("Admin access required"); + window.location.href = "/"; + } +}); +``` diff --git a/Registrations - TechSprint 2026 - CLEARED - PHASE 1.tsv b/Registrations - TechSprint 2026 - CLEARED - PHASE 1.tsv new file mode 100644 index 0000000..69c77e9 --- /dev/null +++ b/Registrations - TechSprint 2026 - CLEARED - PHASE 1.tsv @@ -0,0 +1,425 @@ +Team Number Team Room Number document_id displayPicture teamName lastName linkedin_profile tshirtSize gender university payment_status github_profile firstName terms coc accommodation otherUniversity socialProfile isTeamLead email isTeamMember techStack problemStatement solution payment +1 105 uQ7VxOy3ijQgpbbkUQ3tLpR9aGP2 https://lh3.googleusercontent.com/a/ACg8ocLombJ9EVehdFVxRn1JBZuV6cxItugt5MUdBgYJTJb28Oaidyo=s96-c ZeroCode Chandra rao Pentakota {"stringValue":""} {"stringValue":""} He/Him Gayatri Vidya Parishad College of Engineering captured {"stringValue":""} Poorna 1 1 0 {"stringValue":""} {"stringValue":""} 1 ppoornachandrarao2005@gmail.com 1 NLP,Computer vision,FastAPI, HTML, CSS, JavaScript. The rapid growth of social media platforms and generative AI technologies has significantly increased the spread of fake news, manipulated images, and deepfake videos. Current verification systems typically analyze only a single modality text, image, or video making them ineffective against multimodal misinformation. Additionally, most existing solutions lack explainability, reducing user trust. There is a critical need for a unified, real-time system that can analyze text, images, and videos together, accurately detect fake content, and provide transparent, explainable results. We developed a Multimodal Fake Content Detector that analyzes text, images, and videos simultaneously to identify fake or manipulated content. The system uses AI models for each modality and combines their predictions through a fusion engine to generate a single confidence-based verdict. An Explainable AI layer highlights suspicious text, image regions, and video frames, ensuring transparency and user trust. The final output clearly labels content as REAL, SUSPICIOUS, or FAKE with an explanation. Y + XE6bZKTR0VU06F2pILT8vyGwr3g2 https://lh3.googleusercontent.com/a/ACg8ocLHi03_2z-6MfF5800eF7k_3sqyRmnrMCbbxE0Rljcf6wK5_yp9=s96-c ZeroCode YASEEN {"stringValue":""} {"stringValue":""} He/Him Gayatri Vidya Parishad College of Engineering captured {"stringValue":""} SHAIK 1 1 0 {"stringValue":""} {"stringValue":""} 0 shaikyaseenyaseen690@gmail.com 1 Y + 54026340Xrgq2EVbRt4R9pbixFJ3 https://lh3.googleusercontent.com/a/ACg8ocIs5zA2v-J5UdKW_KLLba3chTCZ9ip5l7VX4wnpNap7enTdM302=s96-c ZeroCode Repalle {"stringValue":""} {"stringValue":""} He/Him Gayatri Vidya Parishad College of Engineering captured {"stringValue":""} Nikhil 1 1 0 {"stringValue":""} {"stringValue":""} 0 repalle.nikhil693@gmail.com 1 Y + wEJVFU8OnBMzPu7gVTp6ikXrE5S2 https://lh3.googleusercontent.com/a/ACg8ocK3C79rwPN461WWoUWYQey0ukJ5uWdXkFBHB7I7WRiFdlgu=s96-c ZeroCode Sai dev {"stringValue":""} {"stringValue":""} He/Him Gayatri Vidya Parishad College of Engineering captured {"stringValue":""} Mahith 1 1 0 {"stringValue":""} {"stringValue":""} 0 mahithsaidev@gmail.com 1 N + +2 105 aRH7sFE8HVaLkf4jNeo55cQ9oeJ2 https://lh3.googleusercontent.com/a/ACg8ocJqpOsHcYWfJel90LNrjJZZ45-KsmD4IUyvBHWj2GF-cvSBicWw=s96-c Zero build Balla {"stringValue":""} {"stringValue":""} He/Him Gayatri Vidya Parishad College of Engineering captured {"stringValue":""} Praneeth 1 1 0 {"stringValue":""} {"stringValue":""} 1 umapraneethballa@gmail.com 1 {"stringValue":""} People with dyslexia face significant challenges when reading digital content due to dense layouts, poor text design, and complex language. Most websites are not built with dyslexic readers in mind, increasing cognitive load and making comprehension difficult. Existing accessibility tools mainly focus on font changes or text‑to‑speech, which do not adequately support understanding or sustained focus. There is a need for a universal solution that works across websites to reduce visual stress, simplify language, and actively support comprehension for dyslexic users. We propose an AI‑powered browser extension that helps dyslexic users read and understand web content more easily. The extension adapts text layout to reduce visual stress, provides a focus mode to improve concentration, and uses AI to simplify complex language on demand. It also offers read‑aloud support to reinforce comprehension. By working directly on any website, the solution enables dyslexic users to access information more comfortably without leaving the page they are reading. Y + iu89uM3d2mPPHXs2Dgd35yQPoIh2 https://lh3.googleusercontent.com/a/ACg8ocISGyIyIHx_PRaq_kkSS7qmQMe34REfuNNwsFRGK1Q0IcWst4gKFw=s96-c Zero build Palanchu {"stringValue":""} {"stringValue":""} He/Him Gayatri Vidya Parishad College of Engineering captured {"stringValue":""} Kunal sri 1 1 0 {"stringValue":""} {"stringValue":""} 0 kunalsripalanchu@gmail.com 1 Y + l3Un81qwOJXWOa8RIddHaKOqojb2 https://lh3.googleusercontent.com/a/ACg8ocKAu3UmVRYi2yVtVQhIhMxLsZl7nEWvORcoN9bQ8zX7I_bqtHM=s96-c Zero build Mulagada {"stringValue":""} {"stringValue":""} He/Him Gayatri Vidya Parishad College of Engineering captured {"stringValue":""} Vamsi 1 1 0 {"stringValue":""} {"stringValue":""} 0 mulagadavamsi1510@gmail.com 1 Y + ldnBF9nGA2Oh4JY1OkStgGSUEbc2 https://lh3.googleusercontent.com/a/ACg8ocL91jwimbo_crZFKppfZsPn2wj2caU4Lu3_4ILZ88T7xIYHbQ=s96-c Zero build aditya {"stringValue":""} {"stringValue":""} He/Him Gayatri Vidya Parishad College of Engineering captured {"stringValue":""} rallapalli 1 1 0 {"stringValue":""} {"stringValue":""} 0 adityarvs18@gmail.com 1 Y + +3 105 AXpLXM2th1QAI9k5Ys0DUMC5oqI3 https://lh3.googleusercontent.com/a/ACg8ocIRGEfCipsTx18PZ0Kj1gmwjGRHFGVGant7bcKM0nXjLvdYJQ=s96-c XCoders MANASWINI 2024095616 {"stringValue":""} {"stringValue":""} She/Her Gandhi Institute of Technology and Management captured {"stringValue":""} BONAGIRI 1 1 0 {"stringValue":""} {"stringValue":""} 0 mbonagir@student.gitam.edu 1 N + FvLaXzcHRLNUzDwcRocijeFRtxo1 https://lh3.googleusercontent.com/a/ACg8ocLJbsdCADdyaX7oNiHrc0fzIkn2teVEuYeKUVbwSeXAQVRJyg=s96-c XCoders Mansoor {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Naumaan 1 1 0 {"stringValue":""} {"stringValue":""} 0 nmansoor@student.gitam.edu 1 N + VBbe1rOvjRg6X4TFOPedEQgwo472 https://lh3.googleusercontent.com/a/ACg8ocK8bDLpBfVuHJ7rr94L92gS3ePZbMg02H8js--g5y3klnH7WA=s96-c XCoders Balabhadruni 2024142786 {"stringValue":""} {"stringValue":""} She/Her Gandhi Institute of Technology and Management captured {"stringValue":""} Swathi 1 1 0 {"stringValue":""} {"stringValue":""} 0 sbalabha@student.gitam.edu 1 N + isqCqKTMIiSFWOXSrcOY1zyb8BM2 https://lh3.googleusercontent.com/a/ACg8ocJe3QVn-lumqNMn2JYdSjJR015nWqCg3X2g47UQmeCiO3OZ=s96-c XCoders Akram Syed {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Wasim 1 1 0 {"stringValue":""} {"stringValue":""} 0 wsyed@student.gitam.edu 1 N + nJFkPL19YqXkxakOlLSonpOezFy1 https://lh3.googleusercontent.com/a/ACg8ocJv9yfpQMMgFnZtyFVwJ8Qan83OUi_urpbQm56NRrjKwmsIVwc=s96-c XCoders BABA FAKRUDDIN 2024182949 {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} SHAIK 1 1 0 {"stringValue":""} {"stringValue":""} 1 fshaik8@student.gitam.edu 1 Frontend: React Backend: Node.js Database: MongoDB APIs: Meta Graph API, WhatsApp Cloud API Authentication: OAuth Hosting: Firebase Businesses advertise on multiple social media platforms. Customer messages and leads come from different apps, making it difficult for business owners to track, respond, and manage everything efficiently. This results in missed messages, lost leads, and poor customer engagement. A single unified platform that collects all customer messages and leads from different social media platforms into one dashboard. Business owners can view, respond, and track all interactions in one place, improving response time and customer conversion. + +4 105 obIYdhy34mf7yVrtSaE674S32c32 https://lh3.googleusercontent.com/a/ACg8ocIERmi_m8dwSD2fbPyHVUKKaPwGnKSf0rhbE6IPmePBX3nt32Q=s96-c Xcode ASHRAFSUBHAN {"stringValue":""} {"stringValue":""} He/Him Andhra University College of Engineering captured {"stringValue":""} MOHAMMED 1 1 0 {"stringValue":""} {"stringValue":""} 1 323506402315@andhrauniversity.edu.in 1 Gemini Nano job finders, students struggle with expensive coaching, lack of practical knowledge, poor internet access in some rural areas, and also they cant share sensitive matters to the online ai platforms due to privacy concerns with cloud based platfroms and theres a lot of lack in career advice. So to come over from all of this situations we came up with and idea called ''Offline Career Guidance & Interview Preparation Chatbot'' An offline AI chatbot that provides personalized interview practice and career guidance on any device making professional coaching free, private, and accessible to everyone Y + QPoIWPmoGAU479MpIbV79E3Pc0d2 https://lh3.googleusercontent.com/a/ACg8ocJEhe1c0jSIgaRQ99Nonyw5BjYi8rDimXdLwJG9TUNQC1W8Bw=s96-c Xcode Sai Sardhik {"stringValue":""} {"stringValue":""} He/Him Other captured {"stringValue":""} Vetsa 1 1 0 Graphic era deemed to be university {"stringValue":""} 0 sardhiksai@gmail.com 1 Y + 9bFsCQwewaPL4ae0rVJISk4nri42 https://lh3.googleusercontent.com/a/ACg8ocJ0GAvjhyGeQ4PhGQBtneQZlqstcpWO0xk32A2uupfl2xAEWw=s96-c Xcode Mukka {"stringValue":""} {"stringValue":""} He/Him Andhra University College of Engineering captured {"stringValue":""} Sudhanshu 1 1 0 {"stringValue":""} {"stringValue":""} 0 sudhanshumukka@gmail.com 1 Y + +5 105 aZfSXHGinqbjE036pgWJ9hECXhs2 https://lh3.googleusercontent.com/a/ACg8ocIdXXUJp_weHO6-tKzKxHRaj3XVVxBrLLocF8wEtX_zNwbFtA=s96-c WebDevs Anand 2024090279 {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Shashank 1 1 0 {"stringValue":""} {"stringValue":""} 1 sanand@student.gitam.edu 1 {"stringValue":""} Many college students have technical and creative skills but struggle to gain real-world experience because internships and freelance platforms are highly competitive and not beginner-friendly. At the same time, startups, NGOs, college clubs, and small organizations need short-term, skill-based assistance but lack a simple and trusted way to connect with student talent, resulting in underutilized skills and unmet organizational needs. It is a web-based, campus-focused platform that connects students with verified, short-term micro-opportunities based on their skills and availability. Students create skill-based profiles, while organizations post small tasks. A basic skill-matching mechanism connects suitable students to relevant tasks, enabling practical exposure for students and efficient, affordable support for organizations. N + emef5ACWaSfnjPRKadPJbpzyZyF3 https://lh3.googleusercontent.com/a/ACg8ocLljONJZWnp79YKeiJ0SclAne1NLLepDrE-o3ikSVj-rEO1aQ=s96-c WebDevs SIDDIESHWARI 2024123794 {"stringValue":""} {"stringValue":""} She/Her Gandhi Institute of Technology and Management captured {"stringValue":""} GODA 1 1 0 {"stringValue":""} {"stringValue":""} 0 gyadav@student.gitam.edu 1 Y + i8Ti5zKaQeUOMQYjaS8eXYToo492 https://lh3.googleusercontent.com/a/ACg8ocKm5kg1VIX9DdychB4vGHUw5TuNDyZgKBvyl3dHFDv0is1Wsg=s96-c WebDevs Singh Rathore 2024131993 {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Vishwajeet 1 1 0 {"stringValue":""} {"stringValue":""} 0 vrathore@student.gitam.edu 1 N + +6 105 qYmj6a2Rq3NHpuFvzWstpj4Oram1 https://lh3.googleusercontent.com/a/ACg8ocKa0BKTlwYa3wvdvBjFS-d6FkEzb4zmMo710XzwpqdHh1ZSZB0=s96-c Vibe coders Kulukuri {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Asrith 1 1 0 {"stringValue":""} {"stringValue":""} 1 akulukur@student.gitam.edu 1 {"stringValue":""} Local Community Problem Solver Description: A platform where people post local issues (lost pets, garbage issues, potholes). Others can upvote or volunteer to help. Key Features: Issue posting, voting, volunteer coordination. Unique Factor: Social good + civic engagement platform. N + uiS0pdZQLZdWjdNTOyXQK1XNUB33 https://lh3.googleusercontent.com/a/ACg8ocL1wVIzabYR25odiZCSEUKO2twsrw0buV_2ON_HXbIw5ggWzQ=s96-c Vibe coders Srujan Sai Gummadi {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Sri 1 1 0 {"stringValue":""} {"stringValue":""} 0 sgummad1@student.gitam.edu 1 N + 9tmJsQhUiWMX52oCMFaxhEY6RBf1 https://lh3.googleusercontent.com/a/ACg8ocJnq-np2OcCjGAONKdohphX3tFAbd3hcPQl1UBjvKfDASmKdA=s96-c Vibe coders SIDDHARDHA {"stringValue":""} {"stringValue":""} He/Him Other captured {"stringValue":""} Thumalapalli 1 1 0 srinivasa institute of engineering and technology {"stringValue":""} 0 thumalapallisiddhardha@gmail.com 1 Y + bF3dPgiPtbPQnVLvOrW2lUHHlRz2 https://lh3.googleusercontent.com/a/ACg8ocI02h-0kXp3aTPwolVT15ZcIw3l4l2HS4KxKestSr96DKNe3A=s96-c Vibe coders varma {"stringValue":""} {"stringValue":""} He/Him Other captured {"stringValue":""} P.Tejeeswara 1 1 0 Srinivasa institute of engineering and technology {"stringValue":""} 0 tejeeswaravarma9553@gmail.com 1 Y + g7sahqNU72fGRqnrZBj2vyJ3CnW2 https://lh3.googleusercontent.com/a/ACg8ocLfPiQPBbZyAANlo9mqeKBcXIukZsHQNHBQX2CD6iKYF4Njm8Q=s96-c Vibe coders Syam kumar {"stringValue":""} {"stringValue":""} He/Him Other captured {"stringValue":""} Palagummi 1 1 0 Srinivasa Institute of Engineering and Technology {"stringValue":""} 1 palagummisyamkumar6@gmail.com 1 Google Gemini API – Generative AI & reasoning,Google Cloud Natural Language API – Text analysis,Google Vision API – Image & screenshot text extraction,Google Firebase – Authentication & real-time database,Google Cloud Functions – Backend processing,Google BigQuery – Data analysis & insights,Flutter / Android (Material Design) – Frontend In the digital era, users consume information from multiple sources such as social media, websites, and messaging platforms. However, a significant amount of this information is misleading, outdated, or lacks proper context. Users often struggle to verify the authenticity and relevance of content quickly, leading to misinformation, poor decision-making, and loss of trust in digital platforms. There is currently no unified, real-time, AI-driven solution that verifies information, provides reliable context, and summarizes trusted insights using Google’s ecosystem. This gap creates challenges for students, professionals, and the general public who rely heavily on online information. We propose an AI-powered Information Verification & Context Assistant built using Google AI technologies. The system analyzes user-provided text, links, or screenshots and performs: 1) AI-based fact verification using trusted data sources 2) Context-aware summarization using generative AI 3) Credibility scoring based on source reliability 4) Language translation and simplification for better understanding The solution leverages Google’s AI and cloud services to deliver fast, scalable, and accurate results in real time, helping users make informed decisions. Y + +7 105 0Zcc9OxuvBQZ1p1pE9XrQXnRoa13 https://lh3.googleusercontent.com/a/ACg8ocJp2jS1cowtDU0cMxi3B_k-eL5TFyHV-H4HVpGi5N6q9Cyyqg=s96-c Unlocked Minds Bhanu Prakash {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Kanumuri 1 1 0 {"stringValue":""} {"stringValue":""} 0 bkanumur@student.gitam.edu 1 Y + W8PjKRXd7ChQqZpVhYJopUOBZ4l1 https://lh3.googleusercontent.com/a/ACg8ocJ05lzWkf4h0apq-wbDhTzImywXNPfzNlBateplCIgOzp1Pdg=s96-c Unlocked Minds Swaroop {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Hima 1 1 0 {"stringValue":""} {"stringValue":""} 0 htangi@student.gitam.edu 1 Y + jTRxnJF36XdbzdbJ2Ik81QVWEOG3 https://lh3.googleusercontent.com/a/ACg8ocK_hSIySc_dAuHi2wwdY00uXV3uYK4_FuVjP9fd4ecZHrW_62w4=s96-c Unlocked Minds Rishita {"stringValue":""} {"stringValue":""} She/Her Gandhi Institute of Technology and Management captured {"stringValue":""} kampara 1 1 0 {"stringValue":""} {"stringValue":""} 0 rkampara@student.gitam.edu 1 Y + zOigD6xrdbgNU3Ig9uA0Y7Qhmes2 https://lh3.googleusercontent.com/a/ACg8ocKZ2J9WJz36a2qE03An7mZAwJdqJJ8vojLRGc3Dn0Yr3O3lAQ=s96-c Unlocked Minds Devi sri Sai {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Dannana 1 1 0 {"stringValue":""} {"stringValue":""} 1 ddannana@student.gitam.edu 1 {"stringValue":""} Many people who want to start freelancing don’t know where to begin. They often struggle to figure out which skills are actually in demand, where to learn them properly, and how those skills are used in real freelance projects. Most platforms either list jobs without guidance or offer courses without showing how they connect to freelancing. Because of this, learners feel confused and unprepared to take their first step into the freelance world This project is based on the idea of creating a simple and user-friendly platform that helps people discover and learn skills needed for freelancing. The platform allows users to search for popular freelancing skills such as web development, design, content writing, and digital marketing, and understand what each skill involves. For every skill, users are provided with clear learning paths, useful resources, and practical project ideas that reflect real freelance work. The system also gives insights into current market trends, helping users focus on skills that are valuable and relevant. The main goal of this project is to make the journey from learning a skill to applying it in freelancing much smoother. It helps beginners gain clarity, confidence, and direction. This project is especially useful for students and freshers and showcases an understanding of real-world career challenges, making it a strong addition to a professional profile or job application. Y + +8 105 HQzt3MI9nuPbXOb467vkOIbD5li1 https://lh3.googleusercontent.com/a/ACg8ocKoG6Bj8DrteXM3fN9L4TPvB4xOAtph0yxYLZhm9ZTBQx4sJls=s96-c Trend breakers Venkata Varshith {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Mallapureddi 1 1 0 {"stringValue":""} {"stringValue":""} 0 scs909955@gmail.com 1 Y + eENIwFBLObStZXC0jJROKKEFR1H3 https://lh3.googleusercontent.com/a/ACg8ocLlPVws85lieP8AimQgtWTUGXrex8n8qxjUn9y1Dx7Es6SbsCw=s96-c Trend breakers Rao Achary {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} J.Kesaba 1 1 0 {"stringValue":""} {"stringValue":""} 0 jkesabaraoachary2106@gmail.com 1 Y + gNLfVejTXCUtULlMlGEPa0vAFst2 https://lh3.googleusercontent.com/a-/ALV-UjWtW2R1_NfDxi6-gR8qtYqDD12HaZnX1QgeRyldKdIMWRG--FTAiWQ0wBxFokfK5WKwfK_Xq5glnxpIpwv-raR3rQz-3WCPq507LG8vumBwaR2wwLiedA-TpWigmgP1w5spgPSUGHx0SMHwvphFJAx-u1H4C4O-ZrXmwF4g33Or08RJmHNp-9ZjXDqZSw6ayLwX1CewSvGY5y5AvHRo1vP2I4Re2bZt07vB9DMr3gDACemyISA6hExpTddBEvYYAP8RF0F8-fq2Aps5vbeei_jqlFC5guF3bIUix8UfDeZ3G34rwQr_-Yft6oLoc2SDtFwKdVG-6cUbvfTuawyN-QzoxS1vrFRhwFnqdm_Y_rm2K8FivDuvssCFFKTikFDGdVK3jPyc3asN7nCWle-VkpYwgjIIRMHgubVbS77OUOWZCEHcx5MDZ5UflV2IkJJ9cJj1TaBCr_VLRIm_vFO-QRDvWGfR1Zt5MHpM4QuB8oPrASfXodjxELljVJnIaSF1Ttbrl-U_M1wDSXXG2lwQ_OLj_vp0gukXHat-44JFbLglbI7z9wURMSvZTvXSwFdGK8UDTY7B_E3K76wkskF-j-X9Ao9z21uWuoFhpHhFJcWXg-AapoxdVC7OkNtQTAxrsl9_fKiIhTgc6fDw-xbB6tYMaYnyesrrdVmstiO8Ejes4RWcvEcGVJGoMcsmdzIH0eIqy8cl_RA2e4yA7WBVKsgwfMs-uAznlhTZHO2nUfuLh8yE899Jp7wzbYstL0kTT-Rs6CgcBKRKazt1F-p2r8uMmDVPsPceGMvqmnA0aORZdf4rBATQgw1KAoHs2EkWsAO35gQKwVELSbAjRcOdy8Svf_xkbyZC_0ewGW5rhsNxtJ-UXWgQTymV42JLBKY6h8t7GuJ_xdRU1p4KQkr4eDjxtc_TCksN6PZCBxtvJU7T81nfuow1AxbcpsXuzKJ2gITYyWA_2pjb6qJzuv27uGOGlaZnyQuYjqrHg7kCCFmg_KITlHyD7HxZY1n0LSjrw9G4_UTlAAXryR01vEwA8u-w68JBfTDMxGheD4TSPG7RNdlnKK4Esk8_=s96-c Trend breakers Kumar Jain {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Bhavik 1 1 0 {"stringValue":""} {"stringValue":""} 0 bj227605@gmail.com 1 Y + u6my72mBJtgZTWmhdH8N7B9Uzi33 https://lh3.googleusercontent.com/a/ACg8ocIXN5BIj2EQRZlwxYeNRdtLTU7mLTCHuRv2rtLG-DzxY9NxGw=s96-c Trend breakers VASANTH DODDA {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} 9c2b 1 1 0 {"stringValue":""} {"stringValue":""} 1 scs846643@gmail.com 1 Python ,Php, Java script, Node J, Firebase, Flutter , Canva, Adobe photoshop and Figma for designing Students in Tier-2 and Tier-3 regions lack early, structured career guidance. Key issues: • Career awareness starts too late (usually after Class 10/12). • Parents and students rely on misinformation, coaching centers, or peers. • No personalized guidance based on aptitude, interests, and future job trends. • Schools focus on syllabus, not career discovery or skill mapping. This results in wrong stream choices, high dropout rates, wasted money, and mental stress. Proposed Solution – Guide Juniors Guide Juniors is a tech-enabled career discovery and mentoring platform for students from Classes 6–12, helping them explore careers early using data, AI, and expert guidance. It bridges the gap between education and career clarity at the right age. ⸻ Core Features 1. AI-Based Career Discovery • Interest, aptitude, and personality assessments • Personalized career pathways (STEM, arts, commerce, emerging tech) 2. Early Career Exposure • Micro-learning modules about real-world careers • Industry videos, case studies, and role simulations 3. Mentor & Expert Connect • Sessions with professionals, educators, and college students • Local language support for accessibility 4. Parent Dashboard • Clear insights into child’s strengths and career fit • Data-backed guidance instead of assumptions 5. Skill Roadmaps • Step-by-step skill plans aligned with future jobs • Integration with online courses, competitions, and projects 6. School Integration • Plug-and-play model for schools • Career analytics for institutions ⸻ Impact • Reduces wrong career choices • Improves confidence and decision-making • Makes career guidance affordable, scalable, and inclusive Y + +9 105 A2FXswy0loORtSDAhhq8yuvNrWG2 https://lh3.googleusercontent.com/a/ACg8ocKxu1-g7YJzmNoj5bKO8IvzIF21MNo1UrVBIFKAQShNdyts4A=s96-c Teen Titans Hema Kumar {"stringValue":""} {"stringValue":""} He/Him Other captured {"stringValue":""} Annam 1 1 0 Dr Shyam prasad Mukherjee International institute of information technology {"stringValue":""} 0 annam24100@iiitnr.edu.in 1 Model : EfficientNet-B0 — pre-trained CNN backbone fine-tuned for multiclass classification. Oral cancer is frequently underdiagnosed, especially in low-resource settings, due to the visual similarity between benign, precancerous, and cancerous oral lesions. Current diagnosis relies largely on manual examination, which is subjective and can result in delayed or incorrect treatment. Existing AI solutions mainly perform binary classification and fail to represent disease progression or provide explainable insights. This creates a critical need for a lightweight, progression-aware, and explainable system that can accurately identify oral lesions across multiple stages and support early clinical intervention. We propose a deep learning–based system that goes beyond conventional disease detection by performing progression-aware multiclass classification of oral lesions. Instead of only identifying whether a lesion is abnormal, the system determines the stage of disease progression across clinically relevant categories. The model classifies oral images into four stages: Normal, Benign, Precancerous, and Cancerous, while simultaneously supporting multiple diagnostic perspectives such as Normal vs Abnormal, Precancer vs Cancer, and Benign vs Malignant. To enhance transparency, the system incorporates Grad-CAM–based visual explanations, highlighting the regions of the image that influence predictions. This allows clinicians to visually verify model focus on lesion areas, improving interpretability and supporting informed clinical decision-making. Y + MLECxlyBsMZDfzBWYR5NtRuUeC23 https://lh3.googleusercontent.com/a/ACg8ocIM9HX5nfN_HprHYCE4VvZ26vc30XkKcIIdkVlFnujJEUpuhg=s96-c Teen Titans DIVYA SREE 2024112838 {"stringValue":""} {"stringValue":""} She/Her Gandhi Institute of Technology and Management captured {"stringValue":""} DADI 1 1 0 {"stringValue":""} {"stringValue":""} 0 ddadi2@student.gitam.edu 1 Model : EfficientNet-B0 — pre-trained CNN backbone fine-tuned for multiclass classification. Oral cancer is frequently underdiagnosed, especially in low-resource settings, due to the visual similarity between benign, precancerous, and cancerous oral lesions. Current diagnosis relies largely on manual examination, which is subjective and can result in delayed or incorrect treatment. Existing AI solutions mainly perform binary classification and fail to represent disease progression or provide explainable insights. This creates a critical need for a lightweight, progression-aware, and explainable system that can accurately identify oral lesions across multiple stages and support early clinical intervention. We propose a deep learning–based system that goes beyond conventional disease detection by performing progression-aware multiclass classification of oral lesions. Instead of only identifying whether a lesion is abnormal, the system determines the stage of disease progression across clinically relevant categories. The model classifies oral images into four stages: Normal, Benign, Precancerous, and Cancerous, while simultaneously supporting multiple diagnostic perspectives such as Normal vs Abnormal, Precancer vs Cancer, and Benign vs Malignant. To enhance transparency, the system incorporates Grad-CAM–based visual explanations, highlighting the regions of the image that influence predictions. This allows clinicians to visually verify model focus on lesion areas, improving interpretability and supporting informed clinical decision-making. Y + cITLX4vneAfpSHhpyHOC1Sf7pm02 https://lh3.googleusercontent.com/a/ACg8ocJucRf1mUUKHKnc4H4nZv8r6WLjC7oxKp8qOxuAI7q7kysCeQ=s96-c Teen Titans Tanishq 2024036990 {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Kundrapu 1 1 0 {"stringValue":""} {"stringValue":""} 1 tkundrap@student.gitam.edu 1 Model : EfficientNet-B0 — pre-trained CNN backbone fine-tuned for multiclass classification. Oral cancer is frequently underdiagnosed, especially in low-resource settings, due to the visual similarity between benign, precancerous, and cancerous oral lesions. Current diagnosis relies largely on manual examination, which is subjective and can result in delayed or incorrect treatment. Existing AI solutions mainly perform binary classification and fail to represent disease progression or provide explainable insights. This creates a critical need for a lightweight, progression-aware, and explainable system that can accurately identify oral lesions across multiple stages and support early clinical intervention. We propose a deep learning–based system that goes beyond conventional disease detection by performing progression-aware multiclass classification of oral lesions. Instead of only identifying whether a lesion is abnormal, the system determines the stage of disease progression across clinically relevant categories. The model classifies oral images into four stages: Normal, Benign, Precancerous, and Cancerous, while simultaneously supporting multiple diagnostic perspectives such as Normal vs Abnormal, Precancer vs Cancer, and Benign vs Malignant. To enhance transparency, the system incorporates Grad-CAM–based visual explanations, highlighting the regions of the image that influence predictions. This allows clinicians to visually verify model focus on lesion areas, improving interpretability and supporting informed clinical decision-making. Y + +10 105 0Yk24AakJPgwGhMYeiOqLRRCisJ2 https://lh3.googleusercontent.com/a/ACg8ocIP7N0DhvuZ8fBzepS5SDTYF8s_cyLVDJDVsbUZIG_Fv0I9stY=s96-c Tecos Suvvada {"stringValue":""} {"stringValue":""} She/Her Other captured {"stringValue":""} Divyaharika 1 1 1 Gayatri vidya parishad college for degree and pg courses (A) {"stringValue":""} 0 cuttypiedivi@gmail.com 1 Y + KSoevjZcZUbrULqtLbilhmQHEWR2 https://lh3.googleusercontent.com/a/ACg8ocIn608gyOVc6GlawId0ar8ObyQw53Dkmj_Vw4dJA98VDD8JfA=s96-c Tecos Katta {"stringValue":""} {"stringValue":""} He/Him Other captured {"stringValue":""} Koushik 1 1 0 Gayatri vidya parishad college for degree and pg courses (A) {"stringValue":""} 1 kattakoushik111@gmail.com 1 {"stringValue":""} Individuals and small-to-mid-scale industries lack accessible, intelligent tools to understand, monitor, and reduce their environmental impact. Current solutions are often too complex, expensive, or focused on raw data rather than decision-making. Consequently, industries contribute to unmanaged emissions and persistent chemical pollution—such as PFAS, POPs, and heavy metals—which cause long-term harm to human health, animals, and global ecosystems. We are building EcoGuard (a phase of EcoSphere AI), an AI-powered industrial environmental intelligence and decision-support system. Unlike raw data sensors, EcoGuard uses Google Gemini to translate complex environmental research into actionable intelligence for plant managers and sustainability officers. The platform identifies likely chemical pollutants based on industry type (e.g., Textile, Pharma), maps their environmental pathways through air, water, and soil, and provides practical, low-cost mitigation and waste-management strategies . Y + YcVP4v3LteVHCPWEXljYIbHm0xs2 https://lh3.googleusercontent.com/a/ACg8ocKMrVfnRskNsIfixSv4q6XNnbzUzuelJnci0Vebt_ky8UafdQ=s96-c Tecos Pukkalla {"stringValue":""} {"stringValue":""} She/Her Other captured {"stringValue":""} Gowthami 1 1 1 Gayatri vidya parishad college for degree and pg courses (A) {"stringValue":""} 0 katyayaniaripilli@gmail.com 1 Y + MQ4EoIRTsTXE1s283o8wuAhr4T53 https://lh3.googleusercontent.com/a/ACg8ocJW8I5EVARA4jRo5USZE5WLRFBIKypHVJsFKeqDMXZrcTR8dYUscQ=s96-c Tecos Koribilli https://www.linkedin.com/in/nandukumar-koribilli-062ba42a2/ S He/Him Other captured https://github.com/Nandukumar-koribilli Nandu Kumar 1 1 0 Gayatri vidya parishad college for degree and pg courses (A) https://portfolio-jet-iota-0n0l89y815.vercel.app/ 1 nandukumar9980@gmail.com 1 Y + bh9bfHeU3cWhdbby4JHEpg37d522 https://lh3.googleusercontent.com/a/ACg8ocIuqcro40n59mYrkDKXL2yvYBjH8aff--89ci2OfChplrESHw=s96-c Tecos Raza {"stringValue":""} {"stringValue":""} She/Her Other captured {"stringValue":""} Tasneem 1 1 1 Gayatri Vidya parishad college for degree and pg courses A {"stringValue":""} 0 tasneem78899@gmail.com 1 Y + +11 105 3bJSuL5z4RYHFL3nthXdhblBfKF3 https://lh3.googleusercontent.com/a/ACg8ocJskhkpD_FLUZXwcox4BG6z4AOdFEaeV0YW8FzVuTnoUggPAg=s96-c TechNova Chaitanya 2024024271 {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Balla 1 1 0 {"stringValue":""} {"stringValue":""} 0 cballa@student.gitam.edu 1 Y + 4uHDj7S2tzWkSyxOKymdRk8ziDa2 https://lh3.googleusercontent.com/a/ACg8ocKTfU0Na2Prgu0obWd0ivmOQz6SXQLAiaTUj5e0fWdRdF3Dsg=s96-c TechNova Alasakani {"stringValue":""} {"stringValue":""} She/Her Gandhi Institute of Technology and Management captured {"stringValue":""} Pallavi 1 1 0 {"stringValue":""} {"stringValue":""} 0 palasaka@student.gitam.edu 1 Y + Ekz44jYqtqgNL2FY6mYWAzbMzCv2 https://lh3.googleusercontent.com/a/ACg8ocKX9F7UAo7TFBhB-pu6k289RvNIbYw1UkZYHgOhZLgaQJ8GhA=s96-c TechNova DAS {"stringValue":""} {"stringValue":""} She/Her Gandhi Institute of Technology and Management captured {"stringValue":""} TIYASA 1 1 0 {"stringValue":""} {"stringValue":""} 1 tdas@student.gitam.edu 1 {"stringValue":""} Many people are willing to volunteer but struggle to find opportunities because information about volunteering events and organizational needs is scattered across informal channels such as WhatsApp groups, posters, and social media. As a result, volunteers miss relevant opportunities and organizations fail to reach the right people at the right time, highlighting the need for a centralized and intelligent system that surfaces active volunteering opportunities based on real demand. {"stringValue":""} Y + FOZrfEAUZSV0lGBwk14d1XYc9pK2 https://lh3.googleusercontent.com/a/ACg8ocJKaUkwoS47vgS1sIQEeexvlKaBUgU5guVqdEPIF0t9-JHGxg=s96-c TechNova kadali 2024034746 {"stringValue":""} {"stringValue":""} She/Her Gandhi Institute of Technology and Management captured {"stringValue":""} Revathi 1 1 0 {"stringValue":""} {"stringValue":""} 0 rkadali@student.gitam.edu 1 Y + wP1QF2xqf9SVy9Uc3wbXkmZolDo2 https://lh3.googleusercontent.com/a/ACg8ocJw7o6zVhVTUKkRnPoYCQMId2OuZXW2wc2qY_vuRs_3xN0AiO-N=s96-c Technova Kiran {"stringValue":""} {"stringValue":""} He/Him Other captured {"stringValue":""} Uday 1 1 0 Lendi institute of engineering and technology {"stringValue":""} 1 budaykiran3105@gmail.com 1 N + +12 105 FH5NmccxfzXRaCf33MWrizfq5183 https://lh3.googleusercontent.com/a-/ALV-UjUouJ6sb0gTblG5v1O2FklbmaiIKCGvxqwd-Gm_M1Jq6-nmd70Y3V6PYaCe8lDjhz5xn5fFMvDBM8I_GSyDxP_xu0K3NcgYSH2Oip_I9wCcyo7yn1yBJBcAUUqTvDOYFETFRJFkjKQ8W2WbOh08aVLpIqMBLL5aXr0WFoTjjIjngi9KojOxlO5SJYm_aZPPPqIEV3nqdyAHomGHjuo6DcuON8ufaIDJtdGsBsLvwZwk_fs7GPXEsIozCKJ8LdXZVpYzenXanCJgrzRrUnFVaILK0walq867nCcTKVJQvdNqOnTm3V0BDtjd4bntJyHqDVJ-0DhmkMFgWkX3VZa_tGF13v7H0hklfYbu9Z8oWI0b99uT-sG7FxS-sPAJqO8bXCdMN6TL9LA_Hl0Qay_CZqdvO_4o-MfvN1OBuqDrCFv7XyQDwVKAszr3Az-qd82KWry2fmkTygEJStyJy9hgCSLFXac-85AJam7Q1UHeuaTgtrYzk0e2T-o0V3KkJlPQR9ymKGu3-hFQoMB9OM4_4YdKYtGoieRAvAv0v8Seq8GLrWcAol4uoMoB-8mB4noFG41DEGmSsy7GMRS5R34m2ASTPNfwGl8AEM616RwIH3LfwZ6bUFct9JG9P1rzHfDZCYd2T8G_pTI7XcvNaGEGiPG8UBxhfvZwOPjX-fs4dEPstDlY5lpVBuo4LnD_EfynM_veggxqS2bv1BggEawGWffjdd7zbkiTZ7ljBUy4HxOkk_9GFDiQEVbLVDe5volNIMd903QdBsB0hpdBF4GcuihfD6_grqfyMDaVZXj1Uzl5uGqI1mJ-Lx31xvM68x-Ojcv4KqJRVM64iFTQhgB7tPJK5RdVTkPwlHhGfnk5ezH9cc4_1af0C_nFQZ4EDiIcI1mOYJHB6GhjeVv8uYFJ9mHgdI8nUv6T6fUVeUu1UvfrZFU8pnynTTVnOGx8kRf0VfbEdFI4bpgBMluSwfuhuh94cGoko6FdWKbUgoZ5Q3iophR69TWuuLuo4_nxhCjWWosUw98q5tnaZHi0kftDwI1nsmEQnydkRAV0_TfQeL7ODsWn2ja3Ow=s96-c TeamStrangers Kompalli {"stringValue":""} {"stringValue":""} He/Him Gayatri Vidya Parishad College of Engineering captured {"stringValue":""} Sridhar Naidu 1 1 0 {"stringValue":""} {"stringValue":""} 0 kompallisridhar145@gmail.com 1 N + mLo5WGneyZWRKaIqzLFzKfmczgp2 https://lh3.googleusercontent.com/a/ACg8ocLwTD3SG55YUeFJZJhMgvE-Oanof4s_dY6EdqDhDUauoU_SJQ=s96-c TeamStrangers Jerusha Havila Reena {"stringValue":""} {"stringValue":""} She/Her Gayatri Vidya Parishad College of Engineering captured {"stringValue":""} Thathapudi 1 1 0 {"stringValue":""} {"stringValue":""} 0 jerushajay0305@gmail.com 1 N + mcYgOnIw6VgF45XcSudMVu08GFi1 https://lh3.googleusercontent.com/a/ACg8ocLF5LCsua7XmokMEG0I80p53q2IzXwYA5v2EmrLI9zgUPpcpv-9=s96-c TeamStrangers Devabathula {"stringValue":""} {"stringValue":""} He/Him Gayatri Vidya Parishad College of Engineering captured {"stringValue":""} Sathvic 1 1 0 {"stringValue":""} {"stringValue":""} 0 sathvicdevabathula@gmail.com 1 Y + vDyVP4pDgSeULcl9oQNUD7be60C3 https://lh3.googleusercontent.com/a/ACg8ocKGl20Ka7qMXKgKhP9Z_6P8fL0_arx8N7q_mXDqveJbHYdWwQ=s96-c TeamStrangers lokesh {"stringValue":""} {"stringValue":""} He/Him Gayatri Vidya Parishad College of Engineering captured {"stringValue":""} koneti 1 1 0 {"stringValue":""} {"stringValue":""} 1 konetilokesh014@gmail.com 1 Frontend: React / Next.js for web UI, Flutter or React Native for mobile; Backend: Node.js (Express/NestJS) with REST APIs, PostgreSQL/MongoDB, Firebase, storage, and payments Stripe). Farmers often rely on intermediaries to sell their produce, leading to low profits, lack of price transparency, and limited market access, while consumers face higher prices and uncertainty about product quality and origin. There is a need for a digital platform that directly connects farmers and consumers to enable transparent communication, fair pricing, secure transactions, and efficient delivery of locally sourced agricultural produce. Krishi Bazaar is website designed to bridge the gap between farmers and consumers by providing a platform for direct communication and transaction. The app allows farmers to list their produce for sale and consumers to browse and purchase products directly from the farmer. Farmers can create a profile, add their produce with details such as quantity, quality, and price. Consumers can search for products by category, location, and other filters. They can also view the farmer's profile, read reviews, and connect with them to discuss product details or negotiate prices. The app also offers a payment gateway for secure transactions and facilitates delivery arrangements between the farmer and the consumer. It aims to promote transparency, traceability, and fair pricing in the agricultural value chain, while also supporting small farmers and promoting local, sustainable food systems. Overall, the Farmer Consumer Connect website aims to create a more efficient and equitable market for both farmers and consumers, while also promoting the benefits of buying locally sourced, fresh, and seasonal produce. Y + +13 106 5dfisvc9vVOBPlZOcZTVy8il4Rt1 https://lh3.googleusercontent.com/a/ACg8ocJxBPotoiRgIGvb2x46_h5R28m20IVPVpu6y2HxjR1QwPw6_Q=s96-c Team Z Prakash {"stringValue":""} {"stringValue":""} He/Him Other captured {"stringValue":""} Tejo 1 1 0 Gayatri Vidya Parishad for Degree and PG Courses {"stringValue":""} 1 tejohere6@gmail.com 1 React, Next.js, Node.js, Express, AI (LLM), JSON Most legal problems don’t start in court—they start with confusion, uncertainty, and not knowing what the law even looks at. In India, people facing everyday legal situations often struggle to understand which laws may be relevant, what facts actually matter, and what their basic rights and procedures are. Existing platforms are either too complex or provide misleading certainty, leaving users more confused instead of informed. The solution is an ethical legal awareness application that allows users to describe their situation in plain language and then explores possible legal domains, relevant laws, rights, and procedures. The system emphasizes uncertainty, asks fact-clarifying questions, and educates users, helping them become better informed before approaching professionals. Y + dbeFLNuglsfguJ1eyZ5uzplNkUI3 https://lh3.googleusercontent.com/a/ACg8ocLzwMyxrLsL6aUJgRNSjffSJl1fxcN9o_0ychTyAIgnPnVIY5zG=s96-c Team Z Nakka {"stringValue":""} {"stringValue":""} He/Him Other captured {"stringValue":""} Rakesh 1 1 0 Gayatri vidya parishad college for degree and pg courses {"stringValue":""} 0 nakkarakesh93@gmail.com 1 Y + n5wWW9TVTYMNchsqnC3QRWA7m3r1 https://lh3.googleusercontent.com/a/ACg8ocLiFcNO9Dly9zfj1TkbQQbo3fAobrdYemeDAaCA8k1Ihu9SJ1mX2w=s96-c Team Z Vinay {"stringValue":""} {"stringValue":""} He/Him Gayatri Vidya Parishad College of Engineering captured {"stringValue":""} Koduru 1 1 0 {"stringValue":""} {"stringValue":""} 0 vinaykoduru3@gmail.com 1 React , node js Digital health record app for rural areas A Digital Health Record App stores patients’ medical details like prescriptions and test reports in one secure place instead of paper. Doctors and health workers can quickly access past records using a unique ID, even in offline mode. This reduces record loss, saves time, and improves healthcare services in rural areas. Y + z5BTs028AuVci3ab6YSsyhzE3gg2 https://lh3.googleusercontent.com/a/ACg8ocJon_fED2LnnnyDOT1aDEZnN7tVHVWisNScJCdu_TPNThXNfA=s96-c Team Z Sandeep {"stringValue":""} {"stringValue":""} He/Him Other captured {"stringValue":""} Pachikolla 1 1 0 Gayatri vidya Parishad college for degree and PG courses {"stringValue":""} 0 sandeeppachikolla@gmail.com 0 {"stringValue":""} AI-Assisted Government Eligibility and Opportunity Intelligence System The proposed solution is a centralized, AI-assisted system designed to help users identify their eligibility for government schemes, scholarships, and government jobs or examinations. Users provide basic personal information such as date of birth, state, education level, income range, and employment status. Based on this information, the system applies rule-based eligibility logic using data collected from official government notifications stored in a structured database. An AI-assisted layer is used to simplify complex government documents and clearly explain eligibility results in an easy-to-understand language. The system displays only relevant opportunities along with required documents, application procedures, deadlines, and exam syllabus details. Additionally, users receive notifications when new eligible opportunities become available or when important deadlines approach. This solution reduces information gaps and ensures that eligible individuals do not miss government benefits or career opportunities due to lack of awareness or complexity. N + +14 106 5O1HanVNfqg4khZxq9vGTHgayDR2 https://lh3.googleusercontent.com/a/ACg8ocI1qysCprogK33nleVuVs5dlbAQh0vOtZENmocGwfWIp6NByQ=s96-c Team geeks Tejaswini Kancharla {"stringValue":""} {"stringValue":""} She/Her Gandhi Institute of Technology and Management captured {"stringValue":""} Tejaswini 1 1 0 {"stringValue":""} {"stringValue":""} 1 tkanchar2@gitam.in 1 {"stringValue":""} Recent advances in generative AI have enabled the creation of highly realistic fake videos and audio that can convincingly impersonate real people. Scammers increasingly exploit this technology to commit fraud by posing as family members, company representatives, or authorities to manipulate victims into transferring money or disclosing sensitive information. Elderly users are particularly vulnerable because they: Trust visual and voice cues more strongly Are less familiar with AI-generated content.Often lack tools to verify the authenticity of digital media The proposed solution is a web-based application that allows users to upload video or audio files and receive a real-time assessment of whether the content is likely AI-generated and potentially part of a scam. The system uses pre trained deepfake and audio spoofing detection models to analyze the media, combines their outputs into a single risk score, and presents the result in a simple and understandable format. Y + Y1lmV2fIzZUFFQdtCtUJH91oYmC3 https://lh3.googleusercontent.com/a/ACg8ocIfoS7PDaSSZsXMIT8fbkl1xR2gRtStv2S9V9Mu07di46-9Hw=s96-c Team geeks sushanthpopuri {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} sushanth 1 1 0 {"stringValue":""} {"stringValue":""} 0 spopuri@gitam.in 1 N + ZLmTh7bDg8QcOkEkpHTN2nfI8WN2 https://lh3.googleusercontent.com/a/ACg8ocJnuIcVj9mdJGnNo22K1jAuDpK_e-w2sfUHdrAryBiFnzv-eg=s96-c Team geeks Nadella {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Venkata Dileep 1 1 0 {"stringValue":""} {"stringValue":""} 0 vnaddell@student.gitam.edu 1 N + +15 106 65gS6CdEEVfMrUuM6k9neDmysLn2 https://lh3.googleusercontent.com/a/ACg8ocJ7G8LBPKlkLylnSPM9uvM7gYQu10kHWGGYa-kxjYwUTSNgEw=s96-c Team AIgnite Salihundam {"stringValue":""} {"stringValue":""} She/Her Aditya Institute of Technology and Management captured {"stringValue":""} Hasini 1 1 0 {"stringValue":""} {"stringValue":""} 0 hasinisalihundam4507@gmail.com 1 Y + kdTswNqjK1SbwiaHOrXeTBilUQ53 https://lh3.googleusercontent.com/a/ACg8ocL2C2XA_3ikDrz1ZP5YtuqTVlobK4zMT6euLHQFktbxSgKGbw=s96-c Team AIgnite Jayasree {"stringValue":""} {"stringValue":""} She/Her Aditya Institute of Technology and Management captured {"stringValue":""} Karanam 1 1 0 {"stringValue":""} {"stringValue":""} 1 jayasreekaranam287@gmail.com 1 Frontend: Next.js (Web), Flutter (Mobile) Backend: FastAPI (Python) Database & Storage: PostgreSQL, MongoDB, AWS S3 AI/ML: CNNs & Transformers (Art & Poetry Authenticity) Blockchain: Polygon (NFT-based Ownership Certificates) Authentication: Firebase In today’s digital world, creators like artists, poets, designers, and traditional artisans have talent but no trusted place to grow. Their work often goes unseen because visibility depends on trends and social media reach, not real skill. At the same time, AI and digital tools make it easy to copy art and literature, leading to plagiarism, loss of credit, and cultural exploitation. Many creators are forced to keep their passion as a hobby because there is no secure platform that protects originality, gives recognition, and helps them earn fairly. CREATORS VERSE is an AI-powered creative ecosystem built to protect, promote, and pay creators. The platform verifies the originality of artworks and literary content using AI. Once verified, creators receive a blockchain-based digital authenticity certificate (NFT) that proves ownership and builds trust. Creators get dedicated portfolio spaces where their work is discovered based on talent, not popularity. A secure marketplace allows them to sell, collaborate, teach, and earn through auctions, commissions, workshops, and brand partnerships. By combining technology with community and culture, CREATORS VERSE turns creativity into a sustainable profession. Y + u6pVsTZ25rOvYdrVvICYpjkiBmq2 https://lh3.googleusercontent.com/a/ACg8ocJT_OayiVPDqRxponw2Y3tyzLjugXFsGko7lWOuVATy5XsDCYo=s96-c Team AIgnite Bavisetty {"stringValue":""} {"stringValue":""} He/Him Aditya Institute of Technology and Management captured {"stringValue":""} Santosh 1 1 0 {"stringValue":""} {"stringValue":""} 0 santoshbavisetty69@gmail.com 1 N + yGhZH9KoKxTIKkkpIj4Tng2xgxu1 https://lh3.googleusercontent.com/a-/ALV-UjVnMjQWyETr8fBjA1RjHrECE_Bal7uBq3ezMPVAGRGCxomOzPClNTwBYHKBM0hZ--yrAWKeC3aEPdOeBfGuymsx_4gYKUnZnLLdvZmQCPt0rh_pxbs3Q7ZrnIjaEbt6IANuwZP1duVdnPWLeuilTvqpePd1Ouq06rylndRMvZApGJR-3Q96ZtTTbDkiDuC9F_Zs8CyFy1V60yt1Erj5Ih_d6lS17M35XZ-DA3H60Q-DXWxTFjSpS9qrvTxpR3ffdfN4ARkKtxTOL7qRoEHvPSA6G7QzZCTnWxf4u68RAgVn2EHH5Rv_mtfrTJIM_ZIA2x4mLrKecnY6_HmHqlKweqrYXY2aiEiFbKx4STR-yd7vZJ9JMvv8j5wpifkDK-7kelwx47NCf4RhpaocmfQavjOkVsD3Go6agVDay2qPlFtFx_1n4ktWbBc7qiA5SlfGuElauT-FgRdBNNAyCDFYEs-P74exrdE6OOJcTUMb3ZQGEh1wakeUHnKGTZ3dXukMem8iEitjVYpQoZVpJ7ssnxGcGKzDIsRCggWGleFuNVRmZ3uQd1ZIJrswB16juLumyHAVZ67wKQoeqiTkE5lgEcjhFH4mE8ulgEtsANUQEnVnyG2lgKwXNboNNNMmwHmKcwbJusACfmSv8CgSSKxgiZejggFxPcfcY2SOs9eE-Umo9tuvu_pnZxHC16_70eAOxBIDfrLp6rGInRibdqR-20gI89h7Ox5RWKBdgAhwqMpv5uEXaMHXQquYQ-eYSKNFoOU1f2BSIU6qd1unqvllTIBnLZGaOwgBArhxF7lL_6834GBTjeDMWGPnxCmcByT54Uks_hWBIgKMkVo6mQSkc8B62CSZCgAp_IkfcaFnUxUywR0L8nOxrDekUS0ef7mcJWKRC6n8bmPh-DwmLbT9ULJFSGCOIwXMGN4NRjculDifidk86c-F-pMzqF-ImwbUhgIxLaAtUeJknEyJiWNJQdvuFd-2PUOnagvbdb0bjJOao7ShQiRrKhVbp-wi0i8ly-vmm3Rzy-Beyfe5urwM0WNT7-Ke1KtYvygm-7XUGzc2fX6AzZKE1rco=s96-c Team AIgnite Lingubari {"stringValue":""} {"stringValue":""} He/Him Aditya Institute of Technology and Management captured {"stringValue":""} Hareesh 1 1 0 {"stringValue":""} {"stringValue":""} 0 lingubarihareesh@gmail.com 1 Y + 3kOUZz9hxcUAb2fo1LYkrcn1WYf2 https://lh3.googleusercontent.com/a/ACg8ocIZyhzsKUBpP0Wze1UXmue3M1FeUKGWckMnv8yFd8Au_ZOFrg=s96-c Team AIgnite Salihundam {"stringValue":""} {"stringValue":""} She/Her Aditya Institute of Technology and Management captured {"stringValue":""} Hasini 1 1 0 {"stringValue":""} {"stringValue":""} 0 hasinisalihundam4507@gmail.com 1 Frontend: Next.js (Web), Flutter (Mobile) Backend: FastAPI (Python) Database & Storage: PostgreSQL, MongoDB, AWS S3 AI/ML: CNNs & Transformers (Art & Poetry Authenticity) Blockchain: Polygon (NFT-based Ownership Certificates) Authentication: Firebase In today’s digital world, creators like artists, poets, designers, and traditional artisans have talent but no trusted place to grow. Their work often goes unseen because visibility depends on trends and social media reach, not real skill. At the same time, AI and digital tools make it easy to copy art and literature, leading to plagiarism, loss of credit, and cultural exploitation. Many creators are forced to keep their passion as a hobby because there is no secure platform that protects originality, gives recognition, and helps them earn fairly. CREATORS VERSE is an AI-powered creative ecosystem built to protect, promote, and pay creators. The platform verifies the originality of artworks and literary content using AI. Once verified, creators receive a blockchain-based digital authenticity certificate (NFT) that proves ownership and builds trust. Creators get dedicated portfolio spaces where their work is discovered based on talent, not popularity. A secure marketplace allows them to sell, collaborate, teach, and earn through auctions, commissions, workshops, and brand partnerships. By combining technology with community and culture, CREATORS VERSE turns creativity into a sustainable profession. Y + uiQQAI3JK1cSX2kv7cLKGf20SN93 https://lh3.googleusercontent.com/a/ACg8ocIX35fX7150wb_GgU1c-3auYViJoNrf_YPp3TP-Ya1vhaJTmg=s96-c Team AIgnite ABDUL REHMAN {"stringValue":""} {"stringValue":""} He/Him Aditya Institute of Technology and Management captured {"stringValue":""} 23A51A12D1 1 1 0 {"stringValue":""} {"stringValue":""} 0 23a51a12d1@adityatekkali.edu.in 1 Frontend: Next.js (Web), Flutter (Mobile) Backend: FastAPI (Python) Database & Storage: PostgreSQL, MongoDB, AWS S3 AI/ML: CNNs & Transformers (Art & Poetry Authenticity) Blockchain: Polygon (NFT-based Ownership Certificates) Authentication: Firebase In today’s digital world, creators like artists, poets, designers, and traditional artisans have talent but no trusted place to grow. Their work often goes unseen because visibility depends on trends and social media reach, not real skill. At the same time, AI and digital tools make it easy to copy art and literature, leading to plagiarism, loss of credit, and cultural exploitation. Many creators are forced to keep their passion as a hobby because there is no secure platform that protects originality, gives recognition, and helps them earn fairly. CREATORS VERSE is an AI-powered creative ecosystem built to protect, promote, and pay creators. The platform verifies the originality of artworks and literary content using AI. Once verified, creators receive a blockchain-based digital authenticity certificate (NFT) that proves ownership and builds trust. Creators get dedicated portfolio spaces where their work is discovered based on talent, not popularity. A secure marketplace allows them to sell, collaborate, teach, and earn through auctions, commissions, workshops, and brand partnerships. By combining technology with community and culture, CREATORS VERSE turns creativity into a sustainable profession. N + +16 106 WmGGGdTmtgRv49lLfLSgiCtnYx03 https://lh3.googleusercontent.com/a/ACg8ocJwv_mwh5OEQMsXoBZ1zztvndmHx6xFJhugwOrkSrghzJ_tNQ=s96-c Syntax squad nagavenkatayukthavanshikakalepalli {"stringValue":""} {"stringValue":""} She/Her Gandhi Institute of Technology and Management captured {"stringValue":""} nagavenkatayukthavanshika 1 1 0 {"stringValue":""} {"stringValue":""} 0 nkalepal@gitam.in 1 Y + bTuCjF0ikPe8Yv7YAvoUWgfeeMW2 https://lh3.googleusercontent.com/a/ACg8ocKa-oMctPyNtHjQJCm4vEbGHywMkCSVYEJGsYq1z0flfC69eQ=s96-c Syntax squad sujanakasarapu {"stringValue":""} {"stringValue":""} She/Her Gandhi Institute of Technology and Management captured {"stringValue":""} sujana 1 1 1 {"stringValue":""} {"stringValue":""} 1 skasarap2@gitam.in 1 Y + ba3Y6ff9off4LamPbxu789L3PWB2 https://lh3.googleusercontent.com/a/ACg8ocKVsYJ09fvkpM0gcy_NTtZP2T3KpQhLaq9DLlRvdKuUZWvKB3E=s96-c Syntax Squad Kasarapu {"stringValue":""} {"stringValue":""} She/Her Gandhi Institute of Technology and Management captured {"stringValue":""} Sumana 1 1 0 {"stringValue":""} {"stringValue":""} 0 kasarapusumana23@gmail.com 1 Y + vnj9Igo1CJdfUWyuUZsElAz4M3n2 https://lh3.googleusercontent.com/a/ACg8ocJ8bueGuOFCpg43foXo7g7EN8VCXQtHC7XUxz-A865HZqsePA=s96-c Syntax Squad M V {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} RAHUL 1 1 0 {"stringValue":""} {"stringValue":""} 1 rmariche2@gitam.in 1 {"stringValue":""} College students often overspend due to the lack of a simple and structured way to track daily expenses and manage budgets. Existing finance apps are not designed for student needs and provide little visibility or timely awareness to parents. This results in poor financial discipline, stress, and inefficient money management during a critical learning phase of life. {"stringValue":""} Y + +17 106 4lpF8WmKVuSuqpw7txIe5ql0w7u1 https://lh3.googleusercontent.com/a/ACg8ocJn0NhYm1g7UyBM9zV73fowVjcj7w8YvpmWmWbZ90n5s9hR-Q=s96-c SparkShift Inapakurthi {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Vineel 1 1 0 {"stringValue":""} {"stringValue":""} 0 vinapak2@student.gitam.edu 1 Y + I4o9ZvQxuoTFPTiJJ1DYvCUvt2P2 https://lh3.googleusercontent.com/a/ACg8ocK8fpTrCCmK8qg6gZ0Z4maHFLZIqGk1JPeljUPzMz4ploQj2g=s96-c SparkShift Sricharan Dasamantharao {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Durga 1 1 0 {"stringValue":""} {"stringValue":""} 0 ddasaman@student.gitam.edu 1 Y + NOUSVad3fqOtIuNNNnnrMxzFXbs1 https://lh3.googleusercontent.com/a/ACg8ocJXgRNAlrJWkhswGvUvYMpN5UwjIOyWQc8hFmELYQi1ak5mmg=s96-c SparkShift Charan Palteru {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Sai 1 1 0 {"stringValue":""} {"stringValue":""} 1 spalter2@student.gitam.edu 1 {"stringValue":""} Students rely heavily on YouTube for learning, but long videos make revision difficult and time-consuming. Most learners struggle to extract key concepts and create practice material from lectures, which reduces retention and productivity. {"stringValue":""} Y + SmZSN0CXLJZLm6jjlQ3zrKLuoBj1 https://lh3.googleusercontent.com/a/ACg8ocKeC3bRNTOpEdd-lzCIAx1QiwvTNHMyPFN1sjlwUyTCbC7xRw=s96-c SparkShift Kumar Kalisetti {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Dhilip 1 1 0 {"stringValue":""} {"stringValue":""} 0 dkaliset@student.gitam.edu 1 Y + fBX3AtGBE4fJ3HkwQGGNWNdZ7fk2 https://lh3.googleusercontent.com/a/ACg8ocLFMgBSrFEmg3L6sdMbQWddL7cYqm-H-I9xjmaZCo_3SDCQeQ=s96-c SparkShift Sadhanala Sadhanala {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Nirosh 1 1 0 {"stringValue":""} {"stringValue":""} 0 nsadhana@student.gitam.edu 1 Y + +18 106 0PGwdfHq3MUxuj3omAMJFDzK6aq1 https://lh3.googleusercontent.com/a/ACg8ocL_FqSGf2i3R86RQod2bFi3ACECBdcUyicPN_DfgNTdlU3Mhg=s96-c Return sleep Bhasuru {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Manudeep 1 1 0 {"stringValue":""} {"stringValue":""} 0 mbhasuru@student.gitam.edu 1 N + U3fx8L6FxVM0AMDcf0cU67Xl5g02 https://lh3.googleusercontent.com/a/ACg8ocI7O4BDyCGSzOazhtxGGz36jAUeQwG-Wx4VdMUYuFRGzYDYtw=s96-c Return sleep Batchu {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Karthik 1 1 0 {"stringValue":""} {"stringValue":""} 0 kbatchu1@student.gitam.edu 1 N + gx7aiSi1dVR7LvmtNIFLSaXhkHs2 https://lh3.googleusercontent.com/a/ACg8ocLbL5mxM-cQzRwxgmAxQfZWCkgFsbm-RTFnaXhi9lOYdDtXEQ=s96-c Return sleep Kedara Hemanth Sai Raj Appikonda {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Nooka 1 1 0 {"stringValue":""} {"stringValue":""} 0 nappikon@student.gitam.edu 1 N + oLofOYTCwIOsdy4Xf2T291WMZj82 https://lh3.googleusercontent.com/a/ACg8ocI1pR-Qr1X9x49x8n5KYV4rreHlBAVoBi_Hilf1IhpMvbVKiw=s96-c Return sleep Tirumala Balaji Charan {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Gogula 1 1 0 {"stringValue":""} {"stringValue":""} 0 tgogula@student.gitam.edu 1 N + psKIedCKrqY0ePQtbwUOFK1G5Dk2 https://lh3.googleusercontent.com/a/ACg8ocJj7-LJhJKF6OhS4HQSv3g0gY_P0QC7pVg6Gq4WO_lwMedx9Q=s96-c Return sleep Aditya Reddy Velagala {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Vinesh 1 1 0 {"stringValue":""} {"stringValue":""} 1 vvelagal@student.gitam.edu 1 {"stringValue":""} Users struggle to maintain daily routines consistently due to lack of motivation and engagement in existing task planners. A gamified daily routine planner that motivates users by rewarding task completion with points, levels, and progress-based incentives to build consistent habits. Y + +19 106 29GOkEIWOiMwA79upDv2X7bYVe12 https://lh3.googleusercontent.com/a/ACg8ocIJGtvQ-FXzwckxl_Zr35i8N19jru5gDGc37YU4g8LdSOYtSA=s96-c Return 0 Ujji {"stringValue":""} {"stringValue":""} She/Her Gandhi Institute of Technology and Management captured {"stringValue":""} reshmi 1 1 0 {"stringValue":""} {"stringValue":""} 0 rujji@gitam.in 1 N + 8CWdvbrYhPfAvBE0gUymfPxHEVp1 https://lh3.googleusercontent.com/a/ACg8ocKBGsMtT4U0WjnkXcmg9_hNH6jGmFPFSgU0l6MOk6_2id5JuA=s96-c Return 0 Rachapalli {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Akul Aarya 1 1 0 {"stringValue":""} {"stringValue":""} 0 arachapa@gitam.in 1 Y + AYYxbMOREHdlRdUoSfTRCavXV7y2 https://lh3.googleusercontent.com/a/ACg8ocKEQfP1_wFx1VW7u7XzqBwrtzAWuF9OPUExSrYMmnXl3R_1sw=s96-c Return 0 Ashrith {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Jiten 1 1 0 {"stringValue":""} {"stringValue":""} 0 pjiten2275@gmail.com 1 N + FwY6GqLXDKXC190mdYdnpCEoNVA2 https://lh3.googleusercontent.com/a/ACg8ocJqDT_i7lye-dEIHu1sbYgXgOSz-4Aq_akrqm0lFaBDQTYJvPw=s96-c Return 0 Varma {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Kakarlapudi V S Lalith 1 1 0 {"stringValue":""} {"stringValue":""} 1 vkakarla5@gitam.in 1 Technology Stack Core Language Python 3 Numerical & Scientific Computing NumPy SciPy Filtering & Estimation Custom EKF implementation (from equations) Machine Learning scikit-learn (Linear Regression / Random Forest) actual) GPS-Denied Urban Navigation Using Edge AI and Cloud-Assisted Sensor Fusion We propose a Hybrid Edge–Cloud Navigation System that enables accurate GPS-denied navigation using: Extended Kalman Filter (EKF) for real-time sensor fusion of IMU data Speed–direction correlation models to reduce drift accumulation On-device inference for low-latency motion estimation Cloud-based correction & learning loops using historical trajectory patterns Y + ukkwTQL68tNvN4UCkf9yZZdPvCK2 https://lh3.googleusercontent.com/a/ACg8ocIw4_G0kxXCyH7fg66MbAglkU3EVVmZGR8WDHhNO6Aexlz7=s96-c Return 0 chetannagarapu {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} chetan 1 1 0 {"stringValue":""} {"stringValue":""} 0 cnagarap@gitam.in 1 N + +20 106 3Xb7ENSQOwbVUudPA5kmkeBhCuR2 https://lh3.googleusercontent.com/a/ACg8ocLzfCADPs9w7VXJPBO_GvImfXd1J0IiuHXJnE3McvnPTqp03w=s96-c Rayaan Kadagala {"stringValue":""} {"stringValue":""} She/Her Raghu Engineering College captured {"stringValue":""} Madhavi 1 1 0 {"stringValue":""} {"stringValue":""} 0 madhavikadagala923@gmail.com 1 Y + AeQmcirpWQbUausCiHhFqm46pvB3 https://lh3.googleusercontent.com/a/ACg8ocL12JFfl1aGojBkuBAeeOygta-hKfI_av1NSuZkMzF1hXFeGIg=s96-c Rayaan MATTA MONISH VIJAY {"stringValue":""} {"stringValue":""} He/Him Raghu Engineering College captured {"stringValue":""} 23981A4926 1 1 0 {"stringValue":""} {"stringValue":""} 0 23981a4926@raghuenggcollege.in 1 Y + XBLPqxDBnWRlktJjwYuBQbn6kBx2 https://lh3.googleusercontent.com/a/ACg8ocLBarKUqwVuA_dHuPKYz_git4J4oTec__ZNdxNYNg32UkSoAw=s96-c Rayaan Kusuma {"stringValue":""} {"stringValue":""} She/Her Raghu Engineering College captured {"stringValue":""} Kusuma 1 1 1 {"stringValue":""} {"stringValue":""} 0 yonkhos5@gmail.com 1 Y + pCf2yQS0Zsfwzkm1ntikFgbi1Z43 https://lh3.googleusercontent.com/a/ACg8ocINhXypRVIiZjA6qDKHB6DDzD_r_xnTmInxv9hWW7pqWFevVw=s96-c Rayaan Akhil {"stringValue":""} {"stringValue":""} He/Him Raghu Engineering College captured {"stringValue":""} Akhil 1 1 0 {"stringValue":""} {"stringValue":""} 1 akhilcharankumar001@gmail.com 1 Flutter Android App (Voice-First Telugu) + Python FastAPI Backend + AI/ML (Scikit-learn, TensorFlow Lite) + IoT Smart Irrigation (ESP32, Soil Moisture Sensor, Relay) + Firebase + Offline SQLite & SMS Fallback + Blockchain (Polygon) Indian farmers face severe challenges due to the lack of accessible, localized, and reliable agricultural guidance. Most small and marginal farmers rely on guesswork for crop selection, irrigation, pest control, and market decisions, leading to low productivity and frequent financial losses. Limited internet connectivity in rural areas restricts access to existing agri-tech platforms, while language and digital literacy barriers exclude many farmers from using mobile applications. In addition, inefficient water usage due to manual irrigation practices results in crop stress and resource wastage. Farmers are also affected by middlemen exploitation, lack of transparent market pricing, high equipment costs, and the absence of integrated decision-making tools that support them throughout the entire farming lifecycle. These challenges highlight the urgent need for a simple, inclusive, offline-capable, and native-language farming support system that empowers farmers with accurate, real-time, and end-to-end agricultural assistance. Kisan Mitra AI is an AI-powered, voice-first, offline-capable smart farming ecosystem designed to support farmers from sowing to selling. The platform allows farmers to interact entirely through voice commands in Telugu, eliminating the need for typing or digital literacy. Farmers receive AI-driven crop recommendations based on soil type, location, season, and weather conditions, along with pest and disease detection using simple mobile images.A key innovation of Kisan Mitra AI is its personalized daily farming checklist, which automatically guides farmers on what tasks to perform each day, such as irrigation, pest monitoring, fertilizer application, and weather precautions. The checklist is dynamically generated based on crop stage, soil moisture levels, weather forecasts, and farmer preferences, and is delivered through voice prompts in the local language. The system also integrates an AI-based smart irrigation solution that operates without manual intervention. Using soil moisture sensors, irrigation is automatically turned ON when the soil becomes dry and turned OFF when adequate moisture is achieved, ensuring optimal water usage. Farmers can monitor and control irrigation remotely through a simple mobile interface or voice commands, even in low-connectivity environments. The irrigation system continues to function offline and uses SMS alerts for critical updates. Additionally, Kisan Mitra AI provides real-time market price insights, transparent blockchain-based supply chain tracking to reduce middlemen exploitation, and a community-driven equipment-sharing marketplace that allows farmers to rent or share costly machinery at affordable rates. Built on an offline-first architecture, the platform ensures continuous functionality using local data caching and SMS fallback, making it highly suitable for rural and low-internet regions. By combining AI, IoT, blockchain, and community collaboration, Kisan Mitra AI empowers farmers with smarter decisions, reduced costs, improved productivity, and increased income. Expected Impact Reduced crop losses due to timely irrigation and pest alerts Improved water efficiency and lower electricity costs Increased farmer income through better crop planning and fair pricing Empowerment of farmers with minimal digital literacy Sustainable and data-driven agriculture for rural India Y + vJw6zT3OtPZyB4J9anHWfcc5PtJ3 https://lh3.googleusercontent.com/a/ACg8ocL4-dOAHhBzJ-hbM_RO9tTvBVBlH-7LaYN0wW7XF0bJwJj4YGCl=s96-c Rayaan KADAGALA SANDEEP {"stringValue":""} {"stringValue":""} He/Him Raghu Engineering College captured {"stringValue":""} 23981A4916 1 1 0 {"stringValue":""} {"stringValue":""} 0 23981a4916@raghuenggcollege.in 1 Y + +21 106 6mitixrwkMT4le8WU3Na5iqiUkG3 https://lh3.googleusercontent.com/a/ACg8ocK7yJVI5-m0cQ0YAWpQRtvgFc8zY8cB9ezjxgwTDpUu6OZLVw=s96-c PhishBusters Sandhya Pothuraju {"stringValue":""} {"stringValue":""} She/Her Other captured {"stringValue":""} Udaya 1 1 1 N S Raju institute of engineering {"stringValue":""} 1 udayasandhyapothuraju@gmail.com 1 {"stringValue":""} Title : Fake Message & Scam Awareness Tool Using Intelligent Link and Message Analysis Problem Statement With the rapid growth of digital communication platforms such as emails, SMS, WhatsApp, and social media, online scams and phishing attacks have significantly increased. Many users, especially non-technical individuals, fall victim to fraudulent messages and malicious links due to lack of awareness and inability to identify suspicious content. These scams often impersonate trusted organizations, create urgency, or promise rewards, leading to financial loss, identity theft, and privacy breaches. Existing solutions mainly rely on static blacklists or manual reporting, which are often ineffective against newly emerging scams and provide limited explanation to users. There is a need for an intelligent, user-friendly system that not only detects potential scams in real time but also educates users about online safety and scam patterns. This project aims to develop a Cyber Safety and Scam Awareness Tool that analyzes user-provided links and messages using a multi-layered approach including rule-based detection, machine learning, behavioral pattern analysis, and URL reputation checks. The system generates a risk score, provides explainable warnings, and offers educational insights to help users make informed decisions before interacting with suspicious content. By combining intelligent detection with awareness and transparency, the proposed system helps prevent online fraud and promotes safer digital behavior among users. Y + aZyJAMpMjFXDUcnFLluRNU8Zh4Y2 https://lh3.googleusercontent.com/a/ACg8ocJuaPPV9BUaF7ABtOG01oeVIyy9_vjw9EQalLWp9l2Ifbo2Eqhw=s96-c PhishBusters Akhila {"stringValue":""} {"stringValue":""} She/Her Other captured {"stringValue":""} G 1 1 1 NS Raju institute of Engineering and Technology {"stringValue":""} 0 ggurigibellipolnaidu@gmail.com 1 N + cwA54uo9SgaxV2vLZlMNKqzeUTr1 https://lh3.googleusercontent.com/a/ACg8ocJXgpqfUGNjAVW35SA-KCjvHoEyu0Iuqdko2Vnx3T1PeBs8ng=s96-c PhishBusters Nelaturi {"stringValue":""} {"stringValue":""} She/Her Other captured {"stringValue":""} Pavitra 1 1 1 N S RAJU INSTITUTE OF ENGINEERING AND TECHNOLOGY {"stringValue":""} 0 pavitranelaturi260@gmail.com 1 N + hJdusIR7XCSPXQiZjZ2p5tcoEPf1 https://lh3.googleusercontent.com/a/ACg8ocJv8T7ZZfjYzJh_KYD9HBzrGFK2YcgDIlTjNMd-gLE2kAZNMQ=s96-c PhishBusters Althi {"stringValue":""} {"stringValue":""} She/Her Other captured {"stringValue":""} Jhansi 1 1 1 N S Raju institute of engineering and technology {"stringValue":""} 0 jhansi.althi21@gmail.com 1 N + j5bPE51E4rNRmxtXNM9OD8oxjA42 https://lh3.googleusercontent.com/a/ACg8ocJdzQK6jq1YylJ3RYuQH3EcKpIa33KSMglUDmkSVTIBJ0F2RK4=s96-c PhishBusters Kancharla {"stringValue":""} {"stringValue":""} She/Her Other captured {"stringValue":""} Navya 1 1 1 N S RAJU INSTITUTE OF ENGINEERING AND TECHNOLOGY {"stringValue":""} 0 navyakan2005@gmail.com 1 N + +22 106 IMDIiTlayvcqT75oxysRjkmQCAF3 https://lh3.googleusercontent.com/a/ACg8ocLm0LCHHbIQIGFvH29jtuwK3-9snrZ8sCjZQ5lKpXWJpMCh1t2Y=s96-c Nuber Chandu {"stringValue":""} {"stringValue":""} He/Him Other captured {"stringValue":""} Jaggina gopi 1 1 0 Gayatri vidya parishad college for degree and pg courses {"stringValue":""} 0 jgopichandu44@gmail.com 1 N + JPdmvzLXvGcDwgirI20iqmr7dRc2 https://lh3.googleusercontent.com/a/ACg8ocKjH0HSd2-USnIHOGMZn-k6igbt7-m890sHFQTv3jN0DWJinkg=s96-c Nuber Bonu {"stringValue":""} {"stringValue":""} He/Him Other captured {"stringValue":""} Nitin 1 1 0 gayatri vidya parishad college for degree and pg courses {"stringValue":""} 1 nitin452590@gmail.com 1 Python, OpenCV, MediaPipe, SpeechRecognition, PyAutoGUI Design a hands-free human–computer interaction system that enables users to control a computer using hand gestures and voice commands, eliminating dependency on traditional mouse and keyboard input The proposed system allows users to control a computer without using a mouse or keyboard. It uses hand gestures to move the cursor, click, and scroll, and voice commands to open applications and type text. A webcam and microphone capture the user’s actions and convert them into system operations in real time. This makes computer usage easier for people who face difficulty with traditional input devices and provides a more natural and comfortable way to interact with computers. Y + Zoz8nkcsJ2XI1X4WFr8xXqDByq93 https://lh3.googleusercontent.com/a/ACg8ocJVYW7oBcLe8aacmRCPwTUIFc59XxhXOiWRHiyCSvOhu4mIpQ=s96-c Nuber Chandramouli {"stringValue":""} {"stringValue":""} He/Him Other captured {"stringValue":""} Thanuj 1 1 0 Gayatri Vidya Parishad College for Degree and PG Courses {"stringValue":""} 0 chandramoulithanuj7@gmail.com 1 N + bCQ9i0NU8OMVmuGn2sNM9yDLOdf1 https://lh3.googleusercontent.com/a/ACg8ocIj9OCSZILtX-TBPX2ouKepHyOBhCwRId110bC3clIo1ad8lmk=s96-c Nuber Bugatha {"stringValue":""} {"stringValue":""} He/Him Other captured {"stringValue":""} Mouli Ritchie 1 1 0 Gayatri Vidya Parishad college for degree and pg courses {"stringValue":""} 0 megamortor@gmail.com 1 Y + llSjhY83EVXmNgiRDonvogv3aop1 https://lh3.googleusercontent.com/a/ACg8ocLZaMpDKnGwexbfqkbfCZ1y_BEd0y18EyB79ZzLKhutijd9MDac=s96-c Nuber B {"stringValue":""} {"stringValue":""} He/Him Other captured {"stringValue":""} Chaitanya 1 1 0 Gayatri Vidya parishad college for degree and pg courses {"stringValue":""} 0 chaitanyabade388@gmail.com 1 N + +23 106 BLcuVKq8IRafc6AuPIrZu6jLVLH2 https://lh3.googleusercontent.com/a/ACg8ocL5raJsRT6DbtEKlK2yHayyf4BLJwcoIu-bmxVpEq53t4qrxw=s96-c Nexus Gami {"stringValue":""} {"stringValue":""} She/Her Gandhi Institute of Technology and Management captured {"stringValue":""} Harini 1 1 0 {"stringValue":""} {"stringValue":""} 1 hgami@student.gitam.edu 1 Flutter, fire base, Google colab, scimitar learn,Google looker studio,python Many students struggle quietly. They attend classes, submit assignments, and appear “fine” on the surface, while internally dealing with burnout, exhaustion, or loss of motivation. Most students do not openly ask for help, and by the time educators notice a problem, academic performance has already dropped or the student is close to giving up. Current support systems rely heavily on surveys, self-reporting, or visible failure, which means help often arrives too late. There is a genuine gap between when a student begins to struggle and when support reaches them. What is missing is a respectful, non-intrusive way to notice these early signs and offer support before a student feels overwhelmed or invisible. Silent Struggle is a gentle, privacy first support system designed to identify early signs of burnout and disengagement in students before they turn into academic or emotional crises. The system works by learning each student’s normal academic behavior over time such as login consistency, assignment submission patterns, and participation regularity without accessing any personal messages or sensitive information. When meaningful changes from a student’s usual pattern are detected, the system generates a simple risk indicator rather than a diagnosis. This indicator helps mentors, educators, or support staff reach out at the right moment with understanding and support. Silent Struggle does not replace human care; it quietly assists it by ensuring that students who are struggling silently are not overlooked. Y + D19qAgoZZlNn9uAT2SCZKmbfa8I2 https://lh3.googleusercontent.com/a/ACg8ocKYDcj5G_EV_oyS3WhVSRiyRZg8y01A0NUA4iQx-Wn3yLBCHw=s96-c Nexus Anjelita Karakavalasa {"stringValue":""} {"stringValue":""} She/Her Gandhi Institute of Technology and Management captured {"stringValue":""} Venkata 1 1 0 {"stringValue":""} {"stringValue":""} 0 vkarakav@student.gitam.edu 1 N + O04nljB4oZhFgCP1jeyK40kxOwg2 https://lh3.googleusercontent.com/a/ACg8ocLqYdMCg6NmMWq3DjCVeNvqT-aX-PaC7qYUkwS06E6eVpGILw=s96-c Nexus Saheb Shaik {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Hasin 1 1 0 {"stringValue":""} {"stringValue":""} 0 hshaik1@student.gitam.edu 1 N + qKZTFb43QAMNxZqSwUt5hbNFV7H2 https://lh3.googleusercontent.com/a/ACg8ocLmdaYmDoHUpjmrE1ygA6rt6jaHVRkLD2Ha9_VbePxgFO6jtg=s96-c Nexus Singh {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Jaswant 1 1 0 {"stringValue":""} {"stringValue":""} 0 jsingh1@student.gitam.edu 1 N + yJR6ylfkjRNinpcFw6yBO8Co7eJ3 https://lh3.googleusercontent.com/a/ACg8ocL2y863-hUqexK7crGEMTNFi5HhXZwrLxt08YgbR_kJe86jYw=s96-c Nexus Suarpelli {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Jagruth 1 1 0 {"stringValue":""} {"stringValue":""} 0 jsuarpel@student.gitam.edu 1 N + +24 106 90ebFtMYwXYNaRuKUDV4ZjY3iK62 https://lh3.googleusercontent.com/a/ACg8ocLWdxVipku3psYADR3P1Gg_sRaXuwtdaFA6dK-RT1XSZgLOQA=s96-c Nextgen coders Appikonda {"stringValue":""} {"stringValue":""} He/Him Aditya Institute of Technology and Management captured {"stringValue":""} Chaitanya 1 1 0 {"stringValue":""} {"stringValue":""} 0 chaitanyaappikonda08@gmail.com 1 N + UQOuN9UtYahYIb4lnG9UZkidyLN2 https://lh3.googleusercontent.com/a/ACg8ocI2SjXjnGjyIX7ffuK0ail_bv1hrL_hQ-pdoFV-NsdU7ILRp1EAOw=s96-c Nextgen coders Mani karthik {"stringValue":""} {"stringValue":""} He/Him Aditya Institute of Technology and Management captured {"stringValue":""} Aravala Muneesh 1 1 0 {"stringValue":""} {"stringValue":""} 1 muneesharavala@gmail.com 1 React.js, Node.js, Express.js, Firebase (Authentication & Firestore), HTML, CSS, JavaScript, QR Code API Students and event participants often miss important updates related to registrations, schedules, venue changes, and announcements because information is spread across multiple platforms like WhatsApp, emails, and posters. This lack of a centralized system leads to confusion, poor coordination, and reduced participation in college events and hackathons. We propose a centralized smart event management platform where organizers can create events, publish updates, and manage registrations, while participants can access all event-related information in one place. The system provides real-time notifications, QR-based check-ins, and secure authentication, ensuring smooth communication, better engagement, and efficient event management. Y + pkZWsEBE6fSXwSpHuEJBzPfnC9t2 https://lh3.googleusercontent.com/a/ACg8ocKIx0Wy5UfPDERaNhjNNe803CCotKjEZlGn80vdLw0VjVmS0AL_=s96-c Nextgen coders Muddapu {"stringValue":""} {"stringValue":""} He/Him Aditya Institute of Technology and Management captured {"stringValue":""} Charan 1 1 0 {"stringValue":""} {"stringValue":""} 0 charanmuddapu@gmail.com 1 N + sTclvu0zhAVu41sbrr0XIBU1Y8M2 https://lh3.googleusercontent.com/a/ACg8ocK-UDqBDpIe2argFuOXgksumeRxN-9M450ZZ9QKz7xdse7Z4w=s96-c Nextgen coders Kurmana {"stringValue":""} {"stringValue":""} He/Him Aditya Institute of Technology and Management captured {"stringValue":""} Rajamouli 1 1 0 {"stringValue":""} {"stringValue":""} 0 rajamoulikuarama103@gmail.com 1 N + xjco9kPb2HYMvKHRsc2bdGMDTo22 https://lh3.googleusercontent.com/a/ACg8ocKjPedP8-f4xXjj6hNmE9CrX9rHDEovEc7x6JyMn6VP7Mqedf8O=s96-c Nextgen coders Dillu {"stringValue":""} {"stringValue":""} He/Him Aditya Institute of Technology and Management captured {"stringValue":""} Dileep 1 1 0 {"stringValue":""} {"stringValue":""} 0 dileepkumar6015@gmail.com 1 N + +25 107 9yMVEqqejIPLhtJMh68BVqNLA4y2 https://lh3.googleusercontent.com/a/ACg8ocJVzcmeq-zD201fLL3skb6U-mq0UiqwH9cdReXfbb-GcEZq7Q=s96-c NetPulse ANUPSHREE 2024007294 {"stringValue":""} {"stringValue":""} She/Her Gandhi Institute of Technology and Management captured {"stringValue":""} GARIKINA 1 1 0 {"stringValue":""} {"stringValue":""} 0 agarikin@student.gitam.edu 1 N + FbaMpv18CTcXbqHufNF45kNOmPz2 https://lh3.googleusercontent.com/a/ACg8ocJnwsLNS_r-Fjrd0CaDEgFedHpodWtyBwrUkhFXt8XRGznVLQ=s96-c NetPulse SAM KUMAR 2024039098 {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} KADALI 1 1 0 {"stringValue":""} {"stringValue":""} 0 skadali@student.gitam.edu 1 N + S8diCmeUoFQDkqcpnQ1fJ8aKhfH3 https://lh3.googleusercontent.com/a/ACg8ocLh_YRxM1hlZV8g5AtjEcwE3Lsz6AWUVkuKWX0jND3SM4ijQj4=s96-c NetPulse Geeta {"stringValue":""} {"stringValue":""} She/Her Gandhi Institute of Technology and Management captured {"stringValue":""} Geeta 1 1 0 {"stringValue":""} {"stringValue":""} 0 geetasravanthi1224@gmail.com 1 N + x2dYC28qGWgXG37QtTeJZCgdlfT2 https://lh3.googleusercontent.com/a/ACg8ocLdnCuVfKPP4j69wqvhTNrMNsfoi8JIIxBWYrQGuF0MVUohqQ=s96-c NetPulse SUSHMITHA {"stringValue":""} {"stringValue":""} She/Her Gandhi Institute of Technology and Management captured {"stringValue":""} POLA 1 1 0 {"stringValue":""} {"stringValue":""} 0 spola@student.gitam.edu 1 Y + zYaINQvAvqQ7HSKgh1UnIomrNMo2 https://lh3.googleusercontent.com/a/ACg8ocKnYiAUSiFh6lMBPLylSlPTa2bTCAyMn3kJseVV5YOma63Q6g=s96-c NetPulse KARTHEEK 2024089663 {"stringValue":""} {"stringValue":""} They/Them Gandhi Institute of Technology and Management captured {"stringValue":""} GURUGUBELLI 1 1 0 {"stringValue":""} {"stringValue":""} 1 kgurugub@student.gitam.edu 1 React, JavaScript, Firebase Today, many mobile and web applications stop working when the internet becomes unstable or goes offline. During such situations, users lose important actions like form submissions, attendance, likes, or messages. At the same time, the app experience breaks completely as content such as videos, reels, or lessons stop loading. This creates blank screens, failed actions, and frustration for users. Although some large apps handle parts of this problem internally, their solutions are app-specific and complex. Small developers, startups, and public service apps often cannot afford to build such systems. This problem is common in rural areas, during travel, power cuts, or network congestion. Students, doctors, and citizens are especially affected by unreliable digital services. As a result, users lose time, data, and trust in digital platforms. There is a need for a simple, reusable, and affordable solution that keeps apps usable even when the internet fails. "While scrolling Instagram reels, if the internet suddenly goes off, new reels stop loading and the app becomes unusable. This shows how apps fail to handle internet interruptions and break the user experience." 1.A Universal App Inverter Platform inspired by electrical inverters that keeps apps working during internet outages. 2.When internet is available, it stores important user actions and preloads relevant content within safe limits. 3.When internet goes off, users can still view content and perform actions without interruption. 4.All offline actions automatically sync back to the server when connectivity returns. 5.Unlike existing solutions, it combines data reliability and content continuity in one plug-and-play platform. 6.Offered as a developer SDK with free basic features, paid advanced plans, and enterprise licensing. 7.Helps students, healthcare workers, citizens, and everyday users by reducing the digital gap caused by unstable internet. Y + +26 107 LXxnFQR1ngVQkSnRtZgkwzEOQVC2 https://lh3.googleusercontent.com/a/ACg8ocKKXzuOtJ3pkm761jPLZ2K54Y095hs1rdkPD5jcsm8QfVfV7hZ-=s96-c Innovix Satya {"stringValue":""} {"stringValue":""} He/Him Vignan's Institute of Information Technology captured {"stringValue":""} Prem 1 1 0 {"stringValue":""} {"stringValue":""} 0 sathyaprem857@gmail.com 1 N + iAdbXddtNcheXFIWSb9jnBS3qcl1 https://lh3.googleusercontent.com/a/ACg8ocJCbXgit9MH28bdy9b1YwTNTpjLEt0bsFufZbVMkW-FMbn8jg=s96-c Innovix Runkana {"stringValue":""} {"stringValue":""} He/Him Vignan's Institute of Information Technology captured {"stringValue":""} Nikhil 1 1 0 {"stringValue":""} {"stringValue":""} 1 nikhilrunkana@gmail.com 1 Html CSS for front end JS SCRIPT node.js for backend & Firebase Small and Medium Enterprises (SMEs) face significant power consumption wastage due to limited visibility into machine-level energy usage. Machines often run during idle periods, consume excess power due to faults or overheating, and lack real-time monitoring. Existing systems are expensive, complex, or provide only total energy data without actionable insights. This results in higher electricity costs, reduced efficiency, and increased operational losses. There is a need for a cost-effective, real-time energy monitoring and alert system tailored specifically for SMEs to identify, track, and reduce power wastage at the machine level. SmartPlant* *SmartPlant is a real-time industrial energy monitoring platform designed to reduce power consumption wastage in SMEs. It provides: Machine-wise power, energy, and temperature monitoring Real-time dashboards with realistic update intervals Instant alerts for abnormal or idle power usage Worker-to-admin request and notification system Centralized admin portal for monitoring, approval, and decision-making Historical energy data for analysis and optimization By enabling instant visibility and faster corrective actions, SmartPlant helps SMEs cut unnecessary power usage, lower energy bills, and improve operational efficiency, while remaining lightweight, scalable, and affordable. Y + jbQSG1QXOLVULUN1EQQBv2Wvkw52 https://lh3.googleusercontent.com/a/ACg8ocKyKKYXwHKXIgZdkz8Dl42tboDPoe1wMvHlclvWW8LutiXGJao=s96-c Innovix lohith {"stringValue":""} {"stringValue":""} He/Him Vignan's Institute of Information Technology captured {"stringValue":""} Pediredla 1 1 0 {"stringValue":""} {"stringValue":""} 0 veerasatyadurgalohith2008@gmail.com 1 Y + worYeck0lZY9c8jnat3Ywdy35jT2 https://lh3.googleusercontent.com/a/ACg8ocJyFEzLZKutbp-TAcOmnnJxsGAcG043C3Oy8BjEBsXGN2Yn55l5=s96-c Innovix Tanna {"stringValue":""} {"stringValue":""} He/Him Vignan's Institute of Information Technology captured {"stringValue":""} Dusyanth 1 1 0 {"stringValue":""} {"stringValue":""} 0 dushyanthtanna@gmail.com 1 Y + +27 107 1Hto8AzAapSMwfM7E1Mc0LQUbaF3 https://lh3.googleusercontent.com/a/ACg8ocKIfgbVeKvSKVkF-V9qdl6iUVZxcILfnD36P6EJhGlCnsNFjQ=s96-c Innov Srihaasini 2024010262 {"stringValue":""} {"stringValue":""} She/Her Gandhi Institute of Technology and Management captured {"stringValue":""} Bommareddy 1 1 0 {"stringValue":""} {"stringValue":""} 0 sbommare@student.gitam.edu 1 Y + U3KK8iS4arcg8R7PtxNh6kUNze52 https://lh3.googleusercontent.com/a/ACg8ocIVrh4r511T2T3nT305pTIpODj5UgDnvWrsaY-5p-T2tY4T9w=s96-c Innov Manyam {"stringValue":""} {"stringValue":""} She/Her Gandhi Institute of Technology and Management captured {"stringValue":""} Priya 1 1 1 {"stringValue":""} {"stringValue":""} 0 pmanyam@gitam.in 1 Y + mRyu3ebkg5T29ruPCvQO0SGabFU2 https://lh3.googleusercontent.com/a/ACg8ocItIzk-LSXzYXuUgoVkJCEsYPXP_wYr2lRVpIougYP08hWZUg=s96-c Innov harshitaratnala {"stringValue":""} {"stringValue":""} She/Her Gandhi Institute of Technology and Management captured {"stringValue":""} harshita 1 1 0 {"stringValue":""} {"stringValue":""} 1 hratnala@gitam.in 1 Python , Frontend - (HTML CSS) BlindGo – Smart Glasses for the Visually Impaired BLINDGO is an innovative Android-based assistive application designed to empower individuals with visual, speech, and memory impairments by enabling greater independence in daily life. The system integrates real-time GPS navigation, camera-based text recognition, trusted-person face identification, AI-powered object detection, and a fully voice-controlled interface. Using live location tracking, the application provides spoken turn-by-turn directions such as left, right, and straight, helping visually impaired users navigate safely. The built-in OCR module captures printed text through the device’s camera, converts it into speech, and allows the user to control playback with simple voice commands like play and stop. A major enhancement in this version is the real-time object detection system. Using deep-learning vision models, BLINDGO identifies surrounding objects such as vehicles, doors, stairs, obstacles, or household items and announces them to the user. This capability significantly improves environmental awareness, safety, and independent mobility. Another key feature is the trusted-person recognition system. Users can train the application with photos of specific individuals, allowing the app to identify and speak out the name of the person in front of the user in real time. This increases confidence and security for people who rely on familiar individuals. The entire application is operated through a large, accessible microphone button or by the wake word “Hey Dynamo,” ensuring hands-free control for users with vision limitations. BLINDGO introduces a unified platform that merges navigation, OCR, face recognition, and intelligent object detection into a single accessible solution, unlike existing applications that handle these tasks separately. With its colorful, animated, and Braille-inspired UI, the project aims to create an intuitive and inclusive digital assistant tailored specifically for differently-abled individuals. Keywords: Assistive Technology, Voice Control, OCR, Face Recognition, Object Detection, Navigation, Accessibility, Disability Support. Y + nTudzIDli8TJxVWa1EqzfA8Vw4e2 https://lh3.googleusercontent.com/a/ACg8ocIrzGactZYmMy0osSUh5xozeuNMikcg47jPz3iBDNwmFCEHQMw=s96-c Innov Harshit {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} GVR 1 1 0 {"stringValue":""} {"stringValue":""} 0 gvrharshit@gmail.com 1 N + xW0hzov9dVdap2j0iRUwySXEzBf1 https://lh3.googleusercontent.com/a/ACg8ocJaL6VwV_z92OVKgXVTHQxgurzhANTn9FRN5wnG4OFGaSs53oY=s96-c Innov SAI {"stringValue":""} {"stringValue":""} He/Him Vignan's Institute of Information Technology captured {"stringValue":""} POLIPILLI MUKESH 1 1 0 {"stringValue":""} {"stringValue":""} 0 mukesh19222326@gmail.com 1 Python, Frontend(HTML, CSS) BlindGo – Smart Glasses for the Visually Impaired BLINDGO is an innovative Android-based assistive application designed to empower individuals with visual, speech, and memory impairments by enabling greater independence in daily life. The system integrates real-time GPS navigation, camera-based text recognition, trusted-person face identification, AI-powered object detection, and a fully voice-controlled interface. Using live location tracking, the application provides spoken turn-by-turn directions such as left, right, and straight, helping visually impaired users navigate safely. The built-in OCR module captures printed text through the device’s camera, converts it into speech, and allows the user to control playback with simple voice commands like play and stop. A major enhancement in this version is the real-time object detection system. Using deep-learning vision models, BLINDGO identifies surrounding objects such as vehicles, doors, stairs, obstacles, or household items and announces them to the user. This capability significantly improves environmental awareness, safety, and independent mobility. Another key feature is the trusted-person recognition system. Users can train the application with photos of specific individuals, allowing the app to identify and speak out the name of the person in front of the user in real time. This increases confidence and security for people who rely on familiar individuals. The entire application is operated through a large, accessible microphone button or by the wake word “Hey Dynamo,” ensuring hands-free control for users with vision limitations. BLINDGO introduces a unified platform that merges navigation, OCR, face recognition, and intelligent object detection into a single accessible solution, unlike existing applications that handle these tasks separately. With its colorful, animated, and Braille-inspired UI, the project aims to create an intuitive and inclusive digital assistant tailored specifically for differently-abled individuals. Keywords: Assistive Technology, Voice Control, OCR, Face Recognition, Object Detection, Navigation, Accessibility, Disability Support. Y + +28 107 RDqm1mVIF1R8GyLzB1ceY2DdpME3 https://lh3.googleusercontent.com/a/ACg8ocKwhPJwWj1cCTjSfbFhthEWV3WrY1bFLxoZ3HEChbHSzXriFw=s96-c InnoMinds Gatte {"stringValue":""} {"stringValue":""} She/Her Gayatri Vidya Parishad College of Engineering captured {"stringValue":""} Manasa 1 1 1 {"stringValue":""} {"stringValue":""} 0 manasagatte27@gmail.com 1 Y + Wws5BTgH4XSue4mYpRaFGzjv2Vw1 https://lh3.googleusercontent.com/a/ACg8ocKKnCVjXgY26RqUDFRnq06-ClhdyRVSoYqXbZYzRN9LzvBbWJb0=s96-c InnoMinds Puritigadda {"stringValue":""} {"stringValue":""} He/Him Gayatri Vidya Parishad College of Engineering captured {"stringValue":""} Vivek 1 1 0 {"stringValue":""} {"stringValue":""} 0 vivekporitigadda@gmail.com 1 Y + ohWrF0lmBWSeGqlfRzE8SsyrAOv1 https://lh3.googleusercontent.com/a/ACg8ocLw6VfR8F-2DOxEI8p22xQNBkZ1Wgvsv3PSOEbd8o1La7jm6rgGcg=s96-c InnoMinds Harshitha {"stringValue":""} {"stringValue":""} She/Her Gayatri Vidya Parishad College of Engineering captured {"stringValue":""} Ramya 1 1 1 {"stringValue":""} {"stringValue":""} 0 ramyaharshitha06@gmail.com 1 Y + pFb71mq2okM8IhDHCBJQFnShZaM2 https://lh3.googleusercontent.com/a/ACg8ocLX4OT0MVDxQO8CPTWgAnBS6xWttncI3kk3d4cBD2wXR6aRjlAmsA=s96-c InnoMinds Dhanush {"stringValue":""} {"stringValue":""} He/Him Gayatri Vidya Parishad College of Engineering captured {"stringValue":""} Dhanush 1 1 0 {"stringValue":""} {"stringValue":""} 1 dsai2721@gmail.com 1 Flutter / FlutterFlow,Google ML Kit (optional),Speech-to-Text(Google Cloud) ,Text-to-Speech(Google Cloud) Drishti is a mobile-based, voice-activated AI vision assistant designed to empower visually impaired and elderly users by helping them understand their surroundings in real time. Using simple voice commands such as “Hey Drishti” or “What is in front of me?”, the application automatically activates the smartphone camera, captures an image of the user’s environment, and analyzes it using a deep learning–based computer vision model. The system detects everyday objects like people, doors, chairs, vehicles, and obstacles, converts this visual information into a clear and human-friendly description, and then speaks the description aloud, enabling users to safely and independently navigate their surroundings. Drishti focuses on accessibility, simplicity, and real-world usability, making it suitable for visually impaired individuals without requiring technical knowledge. Drishti provides a software-only, smartphone-based solution that combines: Voice interaction Camera-based object detection AI-generated scene descriptions Audio feedback All interactions are hands-free and voice-driven, making the application intuitive and accessible. Y + +29 107 3ry0i6Eb3MhaRGwcLC2Ek3QUG2X2 https://lh3.googleusercontent.com/a/ACg8ocJpn2aFIFPnWZg0nUqC3eLCNYXYpbZK-Jn765sPOVMa2iRdLQ=s96-c Heart pirates BVS {"stringValue":""} {"stringValue":""} He/Him Other captured {"stringValue":""} Aneesh 1 1 0 Avanthi institute of engineering and technology {"stringValue":""} 1 ciriusblacc39@gmail.com 1 CrewAI, langraph, supabase, RAG, React, FastApi Modern financial apps are passive "rear-view mirrors"—they only show you a pie chart of money you have already lost after you’ve spent it. This fails to solve the root cause of financial instability for Gen Z and gig workers: Impulse Buying and "Doom Spending" (emotional spending). Users have income but lack the real-time discipline to pause, evaluate, and reject unnecessary purchases in the moment. Fincil replaces the passive tracker with an Active "Agentic" Council. Instead of a lonely decision, every purchase request triggers a real-time debate between three AI agents: The Miser (Risk Agent): Ruthlessly protects your savings and cites your past wasteful habits. The Visionary (Growth Agent): Advocates for purchases that have high utility or ROI. The Twin (Judge): Issues a final verdict based on your specific financial goals. The system features a unique "Rebuttal Loop" (Human-in-the-Loop). If the Council says "No," the user can argue their case (e.g., "I have extra cash this month"), forcing the agents to re-evaluate the decision based on the new context—turning financial discipline into a gamified negotiation. Y + JCDEzzRl1KdYgYeMCCCOi6CpAIV2 https://lh3.googleusercontent.com/a/ACg8ocJEQtSCm3sqpO7LQuhUIAZZx-SIx9NUYIzwNmGKvagdEGnqlQ=s96-c Heart pirates Deevi {"stringValue":""} {"stringValue":""} She/Her Other captured {"stringValue":""} Geetha Devi 1 1 0 Avanthi Institute of Engineering & Technology {"stringValue":""} 0 geethadevi2815@gmail.com 1 N + SChWx9ZD31TK4XDS7oSGJnkDCP82 https://lh3.googleusercontent.com/a/ACg8ocJA9AXkirahRntczUlfYHUgQB04p8uY1E9taIQj4Yp4x32rig=s96-c Heart pirates Ch {"stringValue":""} {"stringValue":""} He/Him Other captured {"stringValue":""} Vishal 1 1 0 N S Raju institute of engineering and technology {"stringValue":""} 0 vishalchipurupalli336@gmail.com 1 N + +30 107 5p8pEhN9bfdDRRgo5ABkfIOzQGA2 https://lh3.googleusercontent.com/a/ACg8ocLPJexVPfs3H8lLcOyHiSOFE__xGdGqVR9TTWgWoAIochWnMA=s96-c Google Data Flow niharrouthu {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} nihar 1 1 0 {"stringValue":""} {"stringValue":""} 1 nrouthu@gitam.in 1 {"stringValue":""} Every day, huge amounts of edible food are wasted by restaurants, hotels, events, hostels, and supermarkets, while many people nearby lack food. The major issue is: 1. Wastage information is not available in real time. 2. NGOs are informed too late. 3. Food spoils before redistribution. Developing a real-time surplus food sharing app that connects restaurants, hostels, events, and supermarkets with nearby NGOs and volunteers.How it works Food providers instantly report surplus food.System sends real-time alerts to nearby NGOs.NGOs/volunteers accept and collect food quickly. Expiry-time tracking ensures food is picked up before spoilage. Result is Less food waste Faster NGO response.Fresh food reaches needy people on time Y + GA2K0L3lzig9Z7Owi3zPvlM8NM23 https://lh3.googleusercontent.com/a/ACg8ocIj2w1yqMwj0MpxT4mNSmqxUur4ebo0srDywDBK7gMBPJtM8A=s96-c Google Data Flow harshitadowluru {"stringValue":""} {"stringValue":""} She/Her Gandhi Institute of Technology and Management captured {"stringValue":""} harshita 1 1 1 {"stringValue":""} {"stringValue":""} 0 hdowluru@gitam.in 1 Y + bAUrQF3ieKVrDDTuVsuuOM80xIN2 https://lh3.googleusercontent.com/a/ACg8ocKMxTxUnnnReyX6nEsc22boxPFtUu7r3N8ZtQ5QuMl1DRSosA=s96-c Google Data Flow Kodukula {"stringValue":""} {"stringValue":""} She/Her Gandhi Institute of Technology and Management captured {"stringValue":""} Neelima 1 1 1 {"stringValue":""} {"stringValue":""} 0 nkodukul@gitam.in 1 Y + lAuqIRE99kSfwQSRXPGtr3dqlhk2 https://lh3.googleusercontent.com/a/ACg8ocIdUH3uAOYfnI4cBmCMTQgSH-OQJkbjXGSdPKMDmQvV176qHA=s96-c Google Data Flow Ramisetty {"stringValue":""} {"stringValue":""} She/Her Gandhi Institute of Technology and Management captured {"stringValue":""} Hema Chandrika 1 1 1 {"stringValue":""} {"stringValue":""} 0 hramiset@gitam.in 1 Y + x40PGQjMOWgbac2VAyLmiJqzUpL2 https://lh3.googleusercontent.com/a/ACg8ocJgtpABibXa__GitODrKr9qQu10xZzwoiscpCWO7ynEFE0xxn0=s96-c Google Data Flow Teki {"stringValue":""} {"stringValue":""} He/Him Raghu Engineering College captured {"stringValue":""} poorna chandra sekhar 1 1 0 {"stringValue":""} {"stringValue":""} 0 poornachandra7000@gmail.com 1 N + +31 107 550WlDZNPNXQj01HQoF3UX5ylPN2 https://lh3.googleusercontent.com/a/ACg8ocJT3calM0psM4LSOxrQPN7kiKswl-DGFB2QrR65Pz7EOPmxbA=s96-c Delight coders Ravada {"stringValue":""} {"stringValue":""} He/Him Vignan's Institute of Information Technology captured {"stringValue":""} Tejeswara Rao 1 1 0 {"stringValue":""} {"stringValue":""} 0 teja.ravada1@gmail.com 1 N + 7eLbbgixHsMXzCXt1quMAFbil1A3 https://lh3.googleusercontent.com/a/ACg8ocJbjIt--juICnYrH_I6aixEmtQF9rI6ZYjIi_2ydp6JQcyM5g=s96-c Delight coders Panchadarla {"stringValue":""} {"stringValue":""} He/Him Vignan's Institute of Information Technology captured {"stringValue":""} Janaki Ram 1 1 0 {"stringValue":""} {"stringValue":""} 0 rampanchadarla9406@gmail.com 1 N + Hw1MlP0SYLUJWkuzNMuVpIsQTky2 https://lh3.googleusercontent.com/a/ACg8ocKemwDmWjsiPr51jP1s20Djn0g3chxG0kUdCpDeqhFnKvhZ5kg=s96-c Delight coders Pothirendi {"stringValue":""} {"stringValue":""} He/Him Vignan's Institute of Information Technology captured {"stringValue":""} Hari sagar 1 1 0 {"stringValue":""} {"stringValue":""} 0 haripothirendi@gmail.com 1 Y + KlMi6AexbmWlFhmUtlPlXWnmg7Q2 https://lh3.googleusercontent.com/a/ACg8ocIZ68prqSukf5vmtLdyMRVe-dknXYsOv9QRCvXH8lUobkdVMQ=s96-c Delight coders Valluru {"stringValue":""} {"stringValue":""} She/Her Vignan's Institute of Information Technology captured {"stringValue":""} Dhrusya 1 1 1 {"stringValue":""} {"stringValue":""} 0 dhrusya.valluru@gmail.com 1 Y + pKhxKTMIaPc4WcUmxdUrrDuvfPR2 https://lh3.googleusercontent.com/a/ACg8ocIrW5llc32uUdQNoGrOU_LNwnwlibYGQ3dWPMTpIcyjaV1qpuSC=s96-c Delight coders Pilla {"stringValue":""} {"stringValue":""} He/Him Vignan's Institute of Information Technology captured {"stringValue":""} Dimpu sashank 1 1 0 {"stringValue":""} {"stringValue":""} 1 dimpusashank.pilla2008@gmail.com 1 transformer based NLP models , vision transformer for , graph neural networks , The Apache kafka, Flunk , FAST API , PostgreSQL , Elasticsearch , Docker with Kubernetes Nowadays the ai generated misinformation and pictures are spreading rapidly and some people are trusting those type of ai generated misinformation during the elections, calamities , disasters ,crime etc.,due to this we were facing misinformation flood leading to panic of public, social harm ,intrusive decisions. So the solution for this is a real life practical solution is building a software which works as real-time misinformation detection system which first checks the various formats of modern ai models, then checks the content from trusted sources and APIs also government released official news , this controls the videos, audio , pictures and misinformation created by ai which makes them blocked content ,shows that the content is risky by giving it a red flag or showing sensitive content. So the system can be built using tech stacks includes transformer based NLP models and vision transformer for content analysis, graph neural networks for detecting coordinated bot activity.The Apache kafka and Flunk for real time data streaming, FAST API for backend services , PostgreSQL and Elasticsearch for storage and search , and Docker with Kubernetes on cloud platforms like AWS or GCP for scalable deployment, so this my solution for the problem today's society facing and will face a more in future Y + +31 107 9hJgTkqN8HUv9uqpWfb0VeqfG8f1 https://lh3.googleusercontent.com/a/ACg8ocIUogKrjbo5niqupITMofzwD304SfRwlP4BwtAXtzfAiIzl8SUO=s96-c Cyber Nexus Poojitha {"stringValue":""} {"stringValue":""} She/Her Gandhi Institute of Technology and Management captured {"stringValue":""} Divya 1 1 0 {"stringValue":""} {"stringValue":""} 0 divyapoojitha18@gmail.com 1 N + RRITfgeTakdlGng5HSW77fUP2DE2 https://lh3.googleusercontent.com/a/ACg8ocKQq-xl1ZCQCT9Us3tdsoa9kH_Pum8ajoaBzmpvK0K9vNds=s96-c Cyber Nexus Siripurapu {"stringValue":""} {"stringValue":""} She/Her Gandhi Institute of Technology and Management captured {"stringValue":""} Krishna Priya 1 1 0 {"stringValue":""} {"stringValue":""} 0 ksiripur@student.gitam.edu 1 N + a9YnFHLs4KWOQF7W6fOgt65oxFD3 https://lh3.googleusercontent.com/a/ACg8ocJaql4nmdW9d_RscfzRC576EEYrRjDviEMCvq2KNjcXFSkjWg=s96-c Cyber Nexus Sathiraju {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Venkata Vinayaka Aneesh Raju 1 1 0 {"stringValue":""} {"stringValue":""} 0 aneeshsathiraju@gmail.com 1 Y + oN4okuUFO1c3xkGKCoKX5grc3jD3 https://lh3.googleusercontent.com/a/ACg8ocJC_eFKwT8oHa7hZ5xoYvBUkTKsG6hARu-bbRp9hcT_2NMgnQ=s96-c Cyber Nexus Sreenivas Peddagopu {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Shanmukh 1 1 0 {"stringValue":""} {"stringValue":""} 1 speddago@student.gitam.edu 1 Frontend: React Native (Expo), TypeScript Backend: Node.js (NestJS), OpenAI API DB: PostgreSQL (Supabase), Prisma Millions of people today struggle with addictions like porn, smoking, alcohol, and social media. Not because they are weak, but because their brains have been tricked into believing these addictions help them feel better, reduce stress, or escape problems. In reality, these habits slowly destroy confidence, focus, relationships, and mental health. Authors like Allen Carr (quit smoking) and the “Easy Peasy Way to Quit Porn” method have already proven that addiction can be beaten by changing how people think about the addiction, not by forcing willpower or restriction. These books have changed many lives and helped people break free by showing them that the addiction gives nothing and only takes. ​ But there is a big problem: people today are so used to short-term dopamine (reels, shorts, endless scrolling) that they cannot sit and read a book or remember its lessons for long. Even if they read once and feel motivated, life goes back to normal, they forget the key ideas, and the old addiction patterns return. The knowledge is powerful, but it is not reinforced daily. So the real issue is this: we already have powerful methods to quit, but they are locked in books that people either never finish, never apply consistently, or quickly forget. There is no simple, personalized, daily system that takes these proven ideas and feeds them to the modern, distracted brain in small, engaging, consistent doses until the old brainwashing is fully broken and the person no longer wants the addiction. Research validation: 1) Smoking: India has around 100 million smokers and over 250 million tobacco users, with both men and women affected, including school-going youth. Source : https://gsthr.org/countries/profile/ind/1/ 2) Porn: India is among the top countries in porn consumption; studies show millions of adults and many young people use porn, with a significant share showing addiction-like patterns, in both men and women. Source : https://pmc.ncbi.nlm.nih.gov/articles/PMC12242039/ 3) Social media: Around one-third of Indian students show social media addiction like behavior, with heavy daily use linked to anxiety, poor sleep, and lower academic performance. Source : https://sanaroohealthcare.com/social-media-addiction-and-mental-health-the-hidden-epidemic-among-indian-youth 4) Relapse is high: Across addictions, 40–60% of people relapse within 1 year, even after treatment, showing that willpower and standard methods are not enough. Source : https://www.addictionhelp.com/recovery/statistics/ 5) Debrainwashing works: Debrainwashing methods show higher quit rates (up to ~50% long-term for smoking) by changing beliefs about the addiction instead of relying on willpower Source : https://pmc.ncbi.nlm.nih.gov/articles/PMC10540232/ Our solution is a personalized addiction recovery app designed to address the three most common modern addictions: Porn Smoking Social media Instead of offering generic advice, the app adapts entirely to the user’s real struggles. On onboarding, users select one or more addictions they want to work on, and the experience is tailored accordingly. 🧠 Core Philosophy: Truth Over Illusion At the heart of the app are 1–2 minute “micro-lessons” designed for short attention spans and daily consistency. These lessons are inspired by principles from methods like Allen Carr’s approach and EasyPeasy, but rewritten in our own words and structure for today’s digital generation. Each snippet focuses on: Exposing false beliefs behind addiction (e.g., “This calms me,” “This helps my stress,” “This makes me happy”) Showing how the addiction actually creates the pain it promises to solve Offering healthier, realistic alternatives to respond to cravings The goal is not discipline through fear, but mental clarity through truth. Habit Building (Without Pressure) Users can choose a streak goal (e.g., 21 days, 30 days, or longer). By completing daily snippets and short reflections, they: Build consistency Unlock small, meaningful upgrades Feel progress without gamifying recovery in a shallow way The focus is growth, not guilt. Gentle Support System On Android (and where iOS allows), users can enable a persistent, soft reminder notification — a calm signal that support is always one tap away when urges arise. 🚨 Emergency Button (Core Feature) When cravings hit, users can press the Emergency Button. The app will then: Ask how they feel right now (stressed, lonely, bored, empty, etc.) Show their own past reflections and relapse notes, reminding them how it actually felt afterward Contrast “life before addiction vs life during addiction”, using memories or photos they chose to save Display short, powerful truth lines and motivational reminders to break the craving loop This feature helps interrupt impulsive behavior using self-awareness, memory, and emotional grounding. 🤝 Community & Shared Growth Users can optionally join a supportive community space where they can: Share daily reflections Post streak updates Be honest about relapses Reactions are simple and supportive (e.g., “Respect”, “I relate”), keeping the space safe and non-judgmental. For those who want more engagement, there’s an optional recovery-only vertical feed (similar to reels), limited strictly to: Wins Lessons Real recovery stories This allows mindful scrolling without exposure to toxic or addictive content. 🌱 The Bigger Goal This app isn’t about forcing control or willpower. It’s about changing what people believe about their addictions until the desire itself slowly weakens and fades. We’ll continuously refine the experience through real user feedback and expert input, while staying true to this core philosophy: Freedom comes from clarity, not suppression. Feasablity, Innovation, Creativity these 3 aspects we want to expand and work on. Y + pBBvnBIkteg8M0ZHlTdqMcK68W32 https://lh3.googleusercontent.com/a/ACg8ocLv7uXZJfdBxFv_drUjSCxsCgennD2Rt8XDib_rxOG7FP3E6w=s96-c Cyber Nexus Mohit Lenka {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Sai 1 1 0 {"stringValue":""} {"stringValue":""} 0 slenka1@student.gitam.edu 1 Y + +32 107 4vKIp4A54GhhJrb3G5NRYiZdtiO2 https://lh3.googleusercontent.com/a/ACg8ocLCthhx0Ww17igPkT3afnzpDvS95DjdWWoRFe3VzQ6pujvtQg=s96-c coin crew Iris {"stringValue":""} {"stringValue":""} She/Her Other captured {"stringValue":""} Iris 1 1 0 Gayteri vidya parshid college for degree and pg courses {"stringValue":""} 0 i4723329@gmail.com 0 N + 5O0t0I1ukCRoF77TA1uuMeuhhEm2 https://lh3.googleusercontent.com/a/ACg8ocIdQfJ6sph28jqIHlM9KEmFH6I_QeHPH3jeEyTHctBGANYzxkDI=s96-c coin crew Sahu {"stringValue":""} {"stringValue":""} She/Her Other captured {"stringValue":""} Mohinirani 1 1 0 Gayatri Vidya parishad college for Degree and PG courses {"stringValue":""} 0 sahumohinirani@gmail.com 1 N + I4rZ4ecndLZvOZabqJLFoVFaQss2 https://lh3.googleusercontent.com/a/ACg8ocIhhwNQ-UYgNsVbaT_xDdm08ynrvQnX3uY-hSQmSX6hs3GXm58=s96-c coin crew Kadali {"stringValue":""} {"stringValue":""} She/Her Other captured {"stringValue":""} Surya venkata lakshmi 1 1 0 Gayteri vidya parshid college for degree and pg courses {"stringValue":""} 0 sirikadali1011@gmail.com 1 N + NWZbqBQDjZP36Ms5HlAFbGn0aFZ2 https://lh3.googleusercontent.com/a/ACg8ocK7yM6DN-QCwidu70AXzQ23ukgjA-YB8Z6W1tKGlMA6aZS3Qw=s96-c coin crew Vardhan {"stringValue":""} {"stringValue":""} He/Him Other captured {"stringValue":""} Nanda 1 1 0 gayatri vidya parishad college for degree and PG courses {"stringValue":""} 1 smartynandu18@gmail.com 1 Technical solution outline Frontend (web or hybrid mobile)React.js with JavaScript/TypeScript. Tailwind CSS or Material‑UI for responsive UI.Chart.js / D3.js / Recharts for real‑time stock charts, portfolio graphs, and leader board visualizations. BackendNode.js + Express or Python (Django/Flask) for APIs, trading logic, AI integration, and fraud detection pipelines. Databases: MongoDB for flexible user/trade/fraud logs, PostgreSQL/MySQL for relational financial data. REST or Graph QL APIs for communication between frontend, backend, and AI services. AI + data layer Neural networks and data mining for predicting stock trends, personalizing investment recommendations, anomaly detection for fraud. NLP model for chatbot (Python with TensorFlow/spa Cy etc.). Security and blockchain integration End‑to‑end encryption, tokenization, 2FA, and KYC/AML checks. Blockchain for Bitcoin transfers and audit trails; smart contracts for large transactions. Context‑aware anomaly detection and incident response workflows. Traditional fintech platforms fail at high-value share transfers due to settlement delays, high fees, weak security against fraud, and lack of AI-driven insights for all investors. Problem statement : Design and develop an stock market and trading application that supports secure high‑value share transfers for eligible large users, guides all investor types with multi‑layered security to prevent fraud and protect user data with the help of AI. Proposed solution : Core idea is to Build an AI‑Powered Financial Ecosystem: a web/mobile platform that combines traditional stock trading, Bitcoin‑based settlement for large transactions, an AI investment assistant, and a strong cryptography + blockchain + cybersecurity stack. User onboarding and KYC flow Login with mobile number + email and OTP verification. User category selection: individual, small‑cap, mid‑cap, large‑cap, or government entity. Bank account linking with encrypted storage and background verification of user and organization. Trading and Bitcoin transfer mechanism . Normal stock trading for all users with categorized company lists (food, transport, banks, etc.) and search bar. Special Bitcoin transfer mode unlocked only when user is verified as large cap/high‑value account, and bank balance or portfolio value ≥ required threshold. Large share transactions can be settled via Bitcoin, reducing friction and making huge transfers easier for companies. AI assistant and analytics layer AI : chatbot room where users ask about their current portfolio, get pattern/strategy suggestions, receive risk and investment guidance.AI‑based fraud/anomaly detection to flag unusual logins, large orders, pump‑and‑dump patterns, or insider‑like activity. Gamification and leader board : Daily leader board of user’s share performance, color‑coded gains/losses. Bitcoin “levels” (e.g., level 14 = Bronze, 24 = Silver, 34 = Gold, 44 = Platinum, higher = Diamond) with rewards mapped to Bitcoin‑equivalent money. Widget/offline view of current level and target to next Bitcoin tier. Security, cryptography, and cybersecurity ,Cryptography stack: AES‑256 and TLS 1.3 encryption for data in transit and at rest. Tokenization of sensitive banking/card details. Digital signatures, symmetric/asymmetric encryption, ECC, hashing (e.g., SHA‑256). Cybersecurity practices: 2FA, biometrics, IAM, device fingerprinting. Network security (firewalls, IDS, DDoS protection).Application security (secure coding, sandboxing, anti‑tampering).Cloud/infrastructure security with anomaly detection and incident response. Blockchain usage : Immutable transaction logs and Bitcoin settlement records on chain. Smart contracts for escrow and atomic settlement of large transfers. Y + +33 107 JHbvkFUL9ug9zvQKBtfbRR7ZfyA2 https://lh3.googleusercontent.com/a/ACg8ocKE32R_KanodErJFB6lI-QkYJTsZu39GZ3sIR5uO2J37SZ27_ow=s96-c CampusIQ SINGH {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} SHRI RAM 1 1 0 {"stringValue":""} {"stringValue":""} 1 ssingh31@gitam.in 1 Frontend: HTML, CSS, JavaScript. AI: Google Gemini API. Backend (optional): Firebase Many college students miss out on hackathons, internships, scholarships, competitions, and learning opportunities because information is scattered across WhatsApp groups, notice boards, emails, and websites. These announcements are usually generic, not personalized, and often reach students too late. Colleges also lack a system that guides students based on their academic year, domain, skill level, and career goals. As a result, capable students believe they are not suitable for opportunities, not because of lack of talent, but due to lack of awareness and guidance. This creates a major gap between student potential and student participation. CampusIQ is an AI-powered Student Mentor and Opportunity Awareness Platform that acts as a personalized guide for college students. Using Google Gemini AI, the platform understands a student’s academic year, domain, interests, and career goals to recommend relevant hackathons, internships, competitions, and learning paths. Unlike traditional helpdesk chatbots, CampusIQ explains why an opportunity is suitable, what skills are required, how to prepare, and when to apply. It also includes a smart college helpdesk mode to answer common academic and administrative queries, making the solution practical, deployable, and scalable across colleges. Y + +34 107 COtFClYLKpXJMRdrgSkDy6b2otC2 https://lh3.googleusercontent.com/a/ACg8ocLd8XwdfVrk8fujD6rTMh5GLuUeSWvF3VihYecpNP1T_oP9SQ=s96-c Binary Brains AYAZ {"stringValue":""} {"stringValue":""} He/Him Other captured {"stringValue":""} MOHAMMAD 1 1 0 ADITYA COLLEGE OF ENGINEERING AND TECHNOLOGY {"stringValue":""} 0 mohammadayazq2006@gmail.com 1 Frontend: React / HTML, CSS, JavaScript Backend: Firebase (Authentication & Database) AI: Google Gemini API Hosting: Firebase Hosting College students struggle with poor study planning, missed deadlines, information overload, and low productivity. Most students do not know what to study, when to study, and how to manage multiple subjects, assignments, and exams efficiently. Existing tools are either too complex, fragmented, or not personalized, leading to stress, time wastage, and poor academic performance—especially for first- and second-year students. We propose an AI-powered Smart Student Companion that helps students plan, study, and stay productive from a single platform. The application generates personalized daily study plans, summarizes notes and PDFs using AI, tracks tasks and deadlines, and provides focus and productivity insights. By using AI-driven planning and content summarization, students can study smarter, manage time effectively, and reduce academic stress. Y + YxKBFyag9NcInj2QiSX9UCxojt73 https://lh3.googleusercontent.com/a/ACg8ocLWxrXuj2efeCUt7fSeSXFFqqx_SdK5yb_7Q3BtR2wEedJX_Ds=s96-c Binary Brains AZEEM {"stringValue":""} {"stringValue":""} He/Him Maharaj Vijayaram Gajapathi Raj College of Engineering captured {"stringValue":""} ABDUL 1 1 0 {"stringValue":""} {"stringValue":""} 1 abdulazeem965205@gmail.com 1 Frontend: React.js, HTML, CSS, JavaScript Backend & Auth: Firebase Authentication (Google Sign-In), Firebase Cloud Firestore AI Services: Google Gemini API – Study plan generation and notes/PDF summarization AWS (Amazon Bedrock, AWS Lambda, Amazon Transcribe, API Gateway) – AI-powered mock interview and feedback system Hosting: Firebase Hosting, AWS Cloud Infrastructure College students today face significant challenges in managing their academic workload due to poor study planning, overlapping deadlines, information overload, and lack of personalized guidance. Students are required to balance multiple subjects, assignments, examinations, and projects simultaneously, often without a clear understanding of what to study, when to study, and how to study effectively. First and second-year students are particularly affected, as they are still adapting to the academic rigor and self-directed learning environment of higher education. Existing tools such as calendars, note-taking apps, and task managers are either fragmented, overly complex, or lack personalization. As a result, students experience inefficient time utilization, missed deadlines, reduced productivity, increased academic stress, and suboptimal learning outcomes. Additionally, while students focus on academics, they often remain unprepared for interviews and placement readiness due to the absence of structured interview practice and feedback mechanisms. There is a clear need for a unified, intelligent system that supports both academic planning and career preparedness in a simple and student-friendly manner. To address these challenges, Team Binary Brains proposes an AI-powered Smart Student Companion—a unified web-based platform designed to assist students in effective academic planning, focused learning, and interview preparedness using artificial intelligence. The platform generates personalized daily study plans by analyzing a student’s subjects, academic deadlines, and available study time. Large syllabi and complex topics are systematically broken down into smaller, manageable tasks, ensuring clarity, consistency, and improved daily learning outcomes. Students can upload notes and PDF documents, which are automatically summarized using AI to extract key concepts and reduce information overload. In addition to academic support, the Smart Student Companion features an AI-driven interview preparation module. Students can upload their resumes, based on which the AI dynamically generates role-specific and resume-focused interview questions. The system conducts simulated interview sessions, evaluates both text-based and voice-based responses, and provides structured feedback to improve communication skills, technical clarity, confidence, and overall interview readiness. Furthermore, the platform tracks task completion and learning progress through an intuitive dashboard, offering actionable insights, focus recommendations, and productivity guidance. By integrating academic planning, content summarization, progress monitoring, resume-based interview practice, and feedback-driven improvement into a single platform, the Smart Student Companion enables students to study smarter, manage time efficiently, and reduce academic stress. This solution is practical, scalable, and student-centric, making it suitable not only as a hackathon prototype but also as a viable real-world educational product with long-term impact. Y + AmUDC1DHpNhKCGPzRIWaDJa2Et42 https://lh3.googleusercontent.com/a/ACg8ocIp809CFod22nDHKmEPFpCn2XfBonQZbyYkRdsLJLDie0dgIs8=s96-c Binary Brains Anas {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Mohammed 1 1 0 {"stringValue":""} {"stringValue":""} 0 anasvzm3030@gmail.com 1 Frontend: React / HTML, CSS, JavaScript Backend: Firebase (Authentication & Database) AI: Google Gemini API Hosting: Firebase Hosting College students struggle with poor study planning, missed deadlines, information overload, and low productivity. Most students do not know what to study, when to study, and how to manage multiple subjects, assignments, and exams efficiently. Existing tools are either too complex, fragmented, or not personalized, leading to stress, time wastage, and poor academic performance—especially for first- and second-year students. We propose an AI-powered Smart Student Companion that helps students plan, study, and stay productive from a single platform. The application generates personalized daily study plans, summarizes notes and PDFs using AI, tracks tasks and deadlines, and provides focus and productivity insights. By using AI-driven planning and content summarization, students can study smarter, manage time effectively, and reduce academic stress. Y + +35 107 03OOIAvnVnfxZdb3ZRFmYtcodyt2 https://lh3.googleusercontent.com/a/ACg8ocLv9YcFn-6ODqMhfC1B5sdMz7tbLTUQaLTBHMK3lDv9b0CkEQ=s96-c Airdevs Subbaraju Danthuluri {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Viswanadha 1 1 0 {"stringValue":""} {"stringValue":""} 0 rishidanthuluri@gmail.com 0 N + 95B87tArcnNPv7HV74xqInMhqe52 https://lh3.googleusercontent.com/a/ACg8ocIFzQ_wbc3JwW7qNGLwGbilugIwYYntiWwFtNEddwg-cIndvA=s96-c Airdevs Gopathrudu {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Ruttala 1 1 0 {"stringValue":""} {"stringValue":""} 0 rgopathr@student.gitam.edu 1 Y + BxqnbzY7zuMHm072l8lP2kJsW1J2 https://lh3.googleusercontent.com/a/ACg8ocIgeTKUlhJgYINWUwPRlN9SBmcdSEPy_ecPhXt8T8J8VvvGvRs=s96-c Airdevs Pusarla {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Vishnu vardhan 1 1 0 {"stringValue":""} {"stringValue":""} 0 vishnuvardhanpusarla2@gmail.com 1 N + FUfNI4XhF6X6BV2fMtEOQwsagcS2 https://lh3.googleusercontent.com/a/ACg8ocLWELmiLI_r6_146eNAYQwMG-f1wNDWnNY3-MpawTf8E1ClOQ=s96-c Airdevs KRISHNAA VINJAMURI {"stringValue":""} {"stringValue":""} She/Her Gandhi Institute of Technology and Management captured {"stringValue":""} SVINI 1 1 1 {"stringValue":""} {"stringValue":""} 0 svinikrishnaavinjamuri@gmail.com 1 N + zCyGEmtv6OYL3IxwAMnE6COPZpJ2 https://lh3.googleusercontent.com/a/ACg8ocLuQccxtPTVfPk0FFf2xQdPslH5FByHmuQ1VOzbWSJs4BVcPCVN=s96-c Airdevs Narayana {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Trishul 1 1 0 {"stringValue":""} {"stringValue":""} 1 trishulnarayana14@gmail.com 1 {"stringValue":""} Public company stock data and quarterly performance reports are presented in complex financial language, limiting accessibility for individuals without financial expertise. This reduces their ability to understand company performance and make informed investment decisions. {"stringValue":""} Y + +36 107 14DdYF8svKa9nxeEmUCnzNrJak12 https://lh3.googleusercontent.com/a/ACg8ocJT79kVVl61cuBFdz-1E18Ly5hK4eiwNQNZH7uFZYy41kiDSzmyZA=s96-c 404 team name not found GOWRISH {"stringValue":""} {"stringValue":""} He/Him Other captured {"stringValue":""} JAMILI 1 1 0 NSRIT COLLEGE ( AUTONOMOUS) {"stringValue":""} 0 jamiligowrish37@gmail.com 1 N + nXoJWcbF7gfdZm077iG93ipNusD2 https://lh3.googleusercontent.com/a/ACg8ocJbvwDac80K3bA0PP-b2Wx074YDD1_m6H13CBmIxv9D_bwjbynDaw=s96-c 404 team name not found Raju Rishi Deep {"stringValue":""} {"stringValue":""} He/Him Gayatri Vidya Parishad College of Engineering captured {"stringValue":""} Mandavilli 1 1 0 {"stringValue":""} {"stringValue":""} 0 rishideep15@gmail.com 1 Y + rt0kh5nN38brs1gp5NTwwffWSNM2 https://lh3.googleusercontent.com/a/ACg8ocKPKb7VxNHrkdH-FmMAvIv2OVC4JgKIWmPJNHpvnpAHjx9LenQ8zw=s96-c 404 team name not found Bonthalakoti {"stringValue":""} {"stringValue":""} He/Him Other captured {"stringValue":""} Ritesh 1 1 0 Sanketika Polytechnic College {"stringValue":""} 0 bonthalamadhavi1@gmail.com 1 N + z0HLUT80vXYKm0CUdnZR9A055y43 https://lh3.googleusercontent.com/a/ACg8ocIfft91BynEgpoXHD5dA01RrUW7oY3XKBYHhHfyGIKPNoGkHQ=s96-c 404 team name not found Srinivas {"stringValue":""} {"stringValue":""} He/Him Other captured {"stringValue":""} Thalada 1 1 0 Jawaharlal Nehru Technological University Kakinada {"stringValue":""} 1 srinivas.thalada7781@gmail.com 1 {"stringValue":""} Household electricity usage is largely invisible and reactive. Traditional energy meters only show monthly totals, giving users no real-time insight into appliance-level consumption, inefficiencies, or abnormal usage. This lack of actionable data leads to unnoticed energy wastage, higher bills, and increased environmental impact. SHEM is an IoT-based energy monitoring system that provides real-time visibility into household electricity consumption. It measures voltage and current to calculate power and energy usage, delivering live data, usage trends, and alerts through digital dashboards. With basic load control and AI-ready architecture, SHEM empowers users to optimize energy use, reduce costs, and adopt sustainable habits. N + +AMAZING TEAMS +1 111 0C8QAAkWreX2dvstdmQcIJuHqJV2 https://lh3.googleusercontent.com/a/ACg8ocJJUvlGYDCp3KuXcNYJCgcGmFLfZbtWvIIDKxYGVIPvOSibkw=s96-c WhatCode KALYAN 2024028736 {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} bhavan 1 1 0 {"stringValue":""} {"stringValue":""} 1 bkothala@gitam.in 1 Computer Vision & Gesture Recognition • OpenCV • MediaPipe (hand landmark detection) • Convolutional Neural Networks (CNN) • HaGRID (Hand Gesture Recognition Image Dataset) Machine Learning & Analysis • Python • NumPy, SciPy • LSTM / Random Forest models • Time-series analysis for motor kinematics (smoothness, precision, tremor) User Interface • Python-based Virtual Canvas • Tkinter / PyQt (UI implementation) AI Co-Creator • Generative AI model for sketch refinement and completion Backend & Visualization • Flask / FastAPI • Matplotlib / Plotly (dashboard for motor skill metrics) Hardware • Standard webcam (no external sensors) Traditional motor rehabilitation for neurological conditions such as stroke and Parkinson’s disease is often repetitive, lacks patient engagement, and does not provide objective, high-frequency data to measure recovery progress. Similarly, existing digital educational tools fail to deliver the intuitive, kinesthetic experience of physical whiteboards and are often inaccessible to users with physical disabilities. Most current solutions either require specialized hardware (VR, Kinect), focus only on engagement without quantitative motor assessment, or use limited gesture-based interactions. There is a need for an accessible, webcam-based system that enables natural hand-gesture interaction while providing objective analysis of motor skills for therapeutic and educational use. We propose an AI-Powered Therapeutic and Educational Air Canvas, a dual-purpose virtual canvas controlled using real-time, markerless hand gestures captured through a standard webcam. The system allows users to draw and interact in mid-air while a machine learning module analyzes hand movement kinematics to quantify smoothness, precision, and tremor. These metrics provide objective, data-driven feedback for therapists and clinicians. In an educational context, the platform serves as an inclusive and engaging interactive tool that mimics the experience of a physical whiteboard. Additionally, the system integrates a generative AI co-creator that assists users by refining or completing sketches, supporting users with motor impairments and enabling human-AI collaboration. The platform is designed to be low-cost, accessible, and deployable without any special hardware. + FUFv2wbHLhcBemVk3QuqkFpFJ3j1 https://lh3.googleusercontent.com/a/ACg8ocL702F1DtOldiVq43Yx1Y5_IhWqaV9y8bmqmwHZ7R3F1cWxvQ=s96-c WhatCode vsvv {"stringValue":""} {"stringValue":""} He/Him Other captured {"stringValue":""} karthikeyan 1 1 0 Vellore Institute Of Technology (chennai) {"stringValue":""} 0 vsvvkarthikeyan10@gmail.com 1 N + WmIYmyrSINeNh3jcdWm1gWaC4h43 https://lh3.googleusercontent.com/a/ACg8ocIo-IvDo-VoRsqIDO5BnCl0XQQmlR87NhwJWJ8PqsR1dpOqaA=s96-c WhatCode Vigneswari {"stringValue":""} {"stringValue":""} She/Her Gandhi Institute of Technology and Management captured {"stringValue":""} Yedla 1 1 0 {"stringValue":""} {"stringValue":""} 0 vyedla@student.gitam.edu 1 N + lnBVojGYdsNMN43v4LAXjTqfeJa2 https://lh3.googleusercontent.com/a/ACg8ocICZB_o8Cps0NLhfZ5LZvljePRN8R5meh4-cQKxFGjpoBfn6w=s96-c WhatCode gnaneswarreddy {"stringValue":""} {"stringValue":""} He/Him Other captured {"stringValue":""} gnaneswarreddy 1 1 0 SRM INSTITUTE OF SCIENCE AND TECHNOLOGY {"stringValue":""} 0 gnaneswarreddychilla@gmail.com 1 N + +2 111 3cNv6OkP36d0DGnMdfjBKXBckeo1 https://lh3.googleusercontent.com/a/ACg8ocKqp24UHnUqQXc5G5C6hkv4JxH_wie6axn05e5QTF1HEWxTww=s96-c VOID Yaswanth {"stringValue":""} {"stringValue":""} He/Him Other captured {"stringValue":""} Gorinta 1 1 0 Gayatri Vidya parishad college for degree and pg courses {"stringValue":""} 1 gorintayaswanth77@gmail.com 1 Honeypots: Cowrie (SSH-based deception honeypot) Backend: Node.js (Express.js) Frontend: React.js Containerization: Docker, Docker Compose Logging & Monitoring: Cowrie logs, real-time log processing Networking: TCP/IP, SSH Modern networks are increasingly targeted by unauthorized access attempts, brute-force attacks, and malware intrusions. Traditional security systems primarily focus on prevention but provide limited visibility into attacker behavior once an intrusion attempt begins. This lack of real-time insight makes it difficult for defenders to understand attack patterns, intentions, and techniques. There is a need for a secure cyber deception system that can safely lure attackers, monitor their actions in real time, and provide meaningful analysis without exposing real infrastructure. CyberSentry V2 is a cyber deception platform that deploys multiple SSH honeypots to safely attract and monitor attackers in real time. The system captures attacker activities such as login attempts and executed commands, processes them through a backend server, and displays live insights on a centralized dashboard. This approach improves threat visibility while protecting actual network infrastructure. N + ifHYu9wDASYgI4WjJkqwW416rKt1 https://lh3.googleusercontent.com/a/ACg8ocLVm2ELpw_oyDPkCyg5vRUlSP2sqiKE2deUxPGATvb9CWAy8Q=s96-c VOID Manoj mithra {"stringValue":""} {"stringValue":""} He/Him Other captured {"stringValue":""} Penugonda 1 1 0 Gayatri Vidya parishad college for degree and pg courses {"stringValue":""} 0 penugondamanojmithra@gmail.com 1 N + j2PIZbjXukdUIXLodkAJoi17Il82 https://lh3.googleusercontent.com/a/ACg8ocKVZZ-Wh664gpZKpWsOzyVb5FDlcFaFTz4ijDvpSjBjOeTt6w=s96-c VOID Kumar {"stringValue":""} {"stringValue":""} He/Him Other captured {"stringValue":""} Prasanna 1 1 0 Gayatri Vidya Parishad college for degree and pg courses {"stringValue":""} 0 prasannak1593@gmail.com 1 N + qGZFfM4xdWbvsdwSh6ivEbamu7l2 https://lh3.googleusercontent.com/a/ACg8ocKlMc6OGkPcFvWEDuaFw6yzwqkLQ39IttFz21vd2vb-X7LulA=s96-c Void Mallena {"stringValue":""} {"stringValue":""} She/Her Gandhi Institute of Technology and Management captured {"stringValue":""} Jyotsna 1 1 0 {"stringValue":""} {"stringValue":""} 1 jmallena@gitam.in 1 N + +3 111 02olSUDGfYVobH7irIHpPNZcutd2 https://lh3.googleusercontent.com/a/ACg8ocKVwlkjTrdT6GKW0W4W3Zx81x5-d1f0kdhqInrlqedHbz3-bA=s96-c Team Rocket Prathipati {"stringValue":""} {"stringValue":""} He/Him Other captured {"stringValue":""} Eeswar 1 1 0 Kl university {"stringValue":""} 0 2300039047cseh2@gmail.com 1 N + 4ctuM6iRMdPOQ6dwzorRS0avKTG3 https://lh3.googleusercontent.com/a/ACg8ocJN3Mi5UHfwc9_OiVALL6hhdWNWcRHn0S98UQHCqJYtZR8FnvRG=s96-c Team Rocket Eswar krishna {"stringValue":""} {"stringValue":""} He/Him Other captured {"stringValue":""} Kancharlapalli 1 1 0 KL University {"stringValue":""} 1 eswarlazypanda@gmail.com 1 React.js,python FastAPI The problem lies in the lack of intuitive, voice-based systems that support local languages and work reliably in low-bandwidth environments. Many users are unable to navigate apps or websites due to complex interfaces and language constraints. As a result, essential information remains out of reach for a large portion of the population. There is a strong need for an AI-driven solution that enables natural voice interaction and delivers accurate, contextual responses without requiring advanced technical skills. Gram Vaani is an AI-powered voice assistant designed to provide easy access to essential services through natural language conversations. Users can interact using their local language to receive information related to government schemes, healthcare, education, and daily utilities. The system uses speech recognition, natural language processing, and text-to-speech to deliver accurate responses. It is optimized for low-bandwidth usage and aims to be scalable, affordable, and accessible, ensuring inclusivity for underserved communities. N + LqQK9odCZWWaFeTwMbLMxunzxFH2 https://lh3.googleusercontent.com/a/ACg8ocIXBcNpqndqdo18CSiPCiuDxRiSfvyJeix__HVd-MCBHEdKuw=s96-c Team Rocket Kagitha {"stringValue":""} {"stringValue":""} He/Him Other captured {"stringValue":""} Bobby 1 1 0 Kl university {"stringValue":""} 0 2300039038cseh2@gmail.com 1 N + dSY1wAPm0kdbCp1imYc6hpCnBrl1 https://lh3.googleusercontent.com/a/ACg8ocL6oed3w3h7j98TMs-pY5J4iSiGsVIGe6riSCH-Tw6GtVOX8uiN=s96-c Team Rocket Kumar {"stringValue":""} {"stringValue":""} He/Him Other captured {"stringValue":""} Durgesh 1 1 0 Kl university {"stringValue":""} 0 dkumar11dec2003@gmail.com 1 N + sBRKXS9kK1RiHfCQKnccDAcjLA53 https://lh3.googleusercontent.com/a/ACg8ocKYqNixwbrKKxjXa0bIGsrHDkjgdHsO3FWUTIn8tqJiM6F185f-=s96-c Team Rocket Kumar {"stringValue":""} {"stringValue":""} He/Him Other captured {"stringValue":""} Munna 1 1 0 KL University {"stringValue":""} 0 munnakushw7@gmail.com 1 N + +4 111 5O1HanVNfqg4khZxq9vGTHgayDR2 https://lh3.googleusercontent.com/a/ACg8ocI1qysCprogK33nleVuVs5dlbAQh0vOtZENmocGwfWIp6NByQ=s96-c Team geeks Tejaswini Kancharla {"stringValue":""} {"stringValue":""} She/Her Gandhi Institute of Technology and Management captured {"stringValue":""} Tejaswini 1 1 0 {"stringValue":""} {"stringValue":""} 1 tkanchar2@gitam.in 1 {"stringValue":""} Recent advances in generative AI have enabled the creation of highly realistic fake videos and audio that can convincingly impersonate real people. Scammers increasingly exploit this technology to commit fraud by posing as family members, company representatives, or authorities to manipulate victims into transferring money or disclosing sensitive information. Elderly users are particularly vulnerable because they: Trust visual and voice cues more strongly Are less familiar with AI-generated content.Often lack tools to verify the authenticity of digital media The proposed solution is a web-based application that allows users to upload video or audio files and receive a real-time assessment of whether the content is likely AI-generated and potentially part of a scam. The system uses pre trained deepfake and audio spoofing detection models to analyze the media, combines their outputs into a single risk score, and presents the result in a simple and understandable format. N + Y1lmV2fIzZUFFQdtCtUJH91oYmC3 https://lh3.googleusercontent.com/a/ACg8ocIfoS7PDaSSZsXMIT8fbkl1xR2gRtStv2S9V9Mu07di46-9Hw=s96-c Team geeks sushanthpopuri {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} sushanth 1 1 0 {"stringValue":""} {"stringValue":""} 0 spopuri@gitam.in 1 N + ZLmTh7bDg8QcOkEkpHTN2nfI8WN2 https://lh3.googleusercontent.com/a/ACg8ocJnuIcVj9mdJGnNo22K1jAuDpK_e-w2sfUHdrAryBiFnzv-eg=s96-c Team geeks Nadella {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Venkata Dileep 1 1 0 {"stringValue":""} {"stringValue":""} 0 vnaddell@student.gitam.edu 1 N + +5 111 6QYQLhtL6NO4ed7LryAZcox7tf62 https://lh3.googleusercontent.com/a-/ALV-UjXZdNPLpcCnCAGJ4NTep-SxSDl_viMmE6hRM9nv9Kn0CKaTZ1UEBCnxhCkOg9TgvZjgAJ4KnQ_2vVgWAygjl0JmSZS7iygetTmXtmqFARjpraaDJxGs-cj8ovqVfNBQWezcuGkHgT31jvFKG2dxSHMJ19Bv6L1QjZWGJEIGawx-kkTM_5npCCgLnWdaRuh05z802sUSGndnvH6JsCsT8NdVN9Ep7CWuMMEiMUGWovnhPgjV0_nGcx3VMEJsW4dIlhK0opwjuGcFF0lZMxXihxICVKXW3oOTWT3NFCUkuRI_kizGhvKnn9B5IJE1DpMpaHRRf5WQhC8eDbWO3UXBdMGgj3NzANzBwXdcpRq66lrYQrCAODOWloF7nkb4bzuXD_flkn5TIFfQELoMeY0EzphbANF5iJ19jij3O4eRNGZ40eySQyIUhLm3YoQnLuKXxjLzXgAhuqEGCvRea_JOZnGvIdaKa-0Onygbrbd03aXwTq4YHNKC8lBOjsR0YhUvXEShjG9nkN_DLeKzH_ACHhc9KgGNYboEdYQQCaXCZAUsn13VTcBU_xGYuSaSpICgzKOfZJY63JfwtipQFM6e3-FIwQoljBlYCBBjU8brX05JFhOb0ynUmHkjn2IVplTa7io5ESOatwU9QG0vAFtRTnYx2m7eP2Qpq7Q0S0ZJMaM337RFEri6DkC0He-1uv3A87eWTUJMQ_0UYiwjPMzlIlcnBa-d3wa7ZgEhkBt777Po3N4PlGw4Fj1QXLyqDfmHz8iyRw4Jaa7dDx_V48G3sp8_UkNDbIgimi619GRJpt93uqlN9PQ80qb2_kHpj1hAm3MFoEdlhCuGWGMJwyLGZrXjZAB9zx6uF9IsYPao1sUvF-0vtpu0j-RAXdKW_Id8BR6lpyvkXsDGK5GipknMMUtQmICs07bbsxgTeozrbL4Lh7OQbZNYLw4Z13Zu_r-E18Ij6a4GfDS9Sh7wAe06t5Xe5WysKcMpGmq_XfXlW3BXTgJM9QWKFY4wDFifs9OdpVE8r2Kw7nYotgTx3XfYfDsh01CFqF7kq4tIajCJP_wSqzQV--mnFM58=s96-c Team Karthik Karthik {"stringValue":""} {"stringValue":""} He/Him Other captured {"stringValue":""} Murali 1 1 0 Kl university {"stringValue":""} 1 muralikarthik890123@gmail.com 1 {"stringValue":""} Deepfake Detection With the rapid advancement of artificial intelligence, deepfake technology has enabled the creation of highly realistic but manipulated images, videos, and audio content. Such content is increasingly used to spread misinformation, commit fraud, manipulate public opinion, and harm individuals’ reputations. The objective of this problem is to design and develop an AI-based deepfake detection system that can analyze digital media and accurately determine whether the content is genuine or synthetically manipulated. The solution should provide a clear real-or-fake classification along with a confidence score and be scalable, efficient, and adaptable to emerging deepfake generation techniques. This system aims to enhance digital trust, improve content authenticity verification, and support safer online platforms. {"stringValue":""} N + lMfTu89ty5ceAgAzXccYtgLa9VG3 https://lh3.googleusercontent.com/a/ACg8ocLnpg9S63kB-dnkvOdyZiYqPfU8meukGMMbgIt14NrKHH0pMA=s96-c Team Karthik Sai {"stringValue":""} {"stringValue":""} He/Him Other captured {"stringValue":""} Gopi 1 1 0 KL UNIVERSITY {"stringValue":""} 0 gsai4801@gmail.com 1 N + nMyWJ3oIUHatVOHM0OQ5MPmeTwa2 https://lh3.googleusercontent.com/a/ACg8ocK18I8RsLuJtlVm5F3Ak4fvEeW3xniOmx5dcPtW9pOXjdP5zg=s96-c Team Karthik Ganesh {"stringValue":""} {"stringValue":""} He/Him Other captured {"stringValue":""} Illuri 1 1 0 KL University {"stringValue":""} 0 illuriganesh7@gmail.com 1 N + +6 111 6mmT7diwZYbUyKCVwou41ZkIcqm1 https://lh3.googleusercontent.com/a/ACg8ocK2Hhn2N4LLDl7fWWvkKBHMsHydgOfhWBpp8D8yARfMuUf1ZQ=s96-c Tech Titans alekya {"stringValue":""} {"stringValue":""} She/Her Other captured {"stringValue":""} sunitha 1 1 0 Miracle educational society group of institutions {"stringValue":""} 1 sunithalekya@gmail.com 1 Data:CSV/JSON,Ml:Isolation Forest / Logistic Regression,Backend:Python,UI:Streamlit,Demo:Pre-recorded playback Predicting Accidents Before They Happen Road accidents remain one of the leading causes of injury and death worldwide. While modern safety systems focus on detecting accidents or reacting in real time, the majority of accidents are actually preceded by days or weeks of ignored near-misses, risky driving patterns, fatigue, and behavioral degradation. Current driver-assistance systems: React only at the moment of danger Depend heavily on expensive vehicle hardware Fail to identify long-term behavioral risk trends As a result, drivers receive warnings too late, after unsafe habits have already formed. There is a critical gap for an intelligent, software-first system that can: Analyze driving behavior over time Identify subtle near-miss patterns and risk escalation Warn drivers before an accident becomes inevitable The challenge is to design a system that works without specialized hardware, is scalable, and can evolve from mobile-based deployment to full vehicle integration. 🎯 Objective Build an AI-powered accident prevention system that: Learns from driving behavior trends rather than crash events Predicts rising accident risk days in advance Provides proactive, preventive warnings to drivers This system should demonstrate how behavioral intelligence can shift road safety from reaction to prevention. 🌍 Impact A successful solution could: Reduce accidents caused by fatigue, distraction, and stress Enable early intervention instead of emergency response Create a scalable safety layer deployable on phones, vehicles, and fleets. AI-Driven Accident Prevention System We propose a software-first AI system that prevents road accidents by predicting rising accident risk days before a crash occurs, instead of reacting at the moment of danger. The core idea is to treat accidents not as sudden events, but as the final outcome of repeated near-miss behaviors such as late braking, aggressive acceleration, micro-swerving, and fatigue-driven inconsistency. 🧠 How the Solution Works 1️⃣ Behavioral Data Ingestion The system ingests driving behavior data such as: Braking intensity Acceleration and jerk patterns Swerving and sharp turns Frequency of risky maneuvers over time For the hackathon demo, this data is simulated or replayed, representing realistic driving sessions over multiple days. 2️⃣ Feature Extraction & Trend Analysis Raw motion data is converted into behavioral risk features, including: Sudden braking spikes Reaction delay indicators Driving smoothness variance Near-miss frequency trends Instead of evaluating isolated events, the system analyzes behavioral drift over time. 3️⃣ Risk Intelligence Engine (ML Layer) An anomaly-detection and trend-based ML model learns: What “normal driving behavior” looks like How risk patterns escalate gradually When the driver’s behavior deviates toward danger The model outputs a Driver Risk Score (0–100) that evolves across days, not seconds. 4️⃣ Preventive Warning System When the system detects a consistent upward risk trend, it triggers a pre-accident warning, such as: “Braking reaction time has worsened by 30% over the last 4 days” “Near-miss frequency increasing on evening routes” These alerts are preventive, not reactive — issued before any accident occurs. N + BxgwhTzHO8V75jod5hHGkfdUk692 https://lh3.googleusercontent.com/a/ACg8ocLAoK8jq9uFXW5bJAWK1SkqdiMyXM6V1fNaRNaEbkp--FJqGg=s96-c Tech Titans Kodamgolla {"stringValue":""} {"stringValue":""} He/Him Other captured {"stringValue":""} GOVARDHAN 1 1 0 Miracle educational society group of institutions {"stringValue":""} 0 kodamgollagovardhan@gmail.com 1 N + HlVTyAwYLLQYbXeutn6ZqcDmQlx2 https://lh3.googleusercontent.com/a/ACg8ocIXlaZeIQ8COm7f6f5rwScm7T2GKiHv0luR9GAziJpxAPqtbvI=s96-c Tech Titans Muvvala {"stringValue":""} {"stringValue":""} She/Her Other captured {"stringValue":""} Thanmayi 1 1 0 Miracle Educational Society Group of Institutions {"stringValue":""} 0 thanmayimuvvala14@gmail.com 1 N + jU57wnRfg2cl3VmBeGRvQCZVuvj1 https://lh3.googleusercontent.com/a/ACg8ocJX2dl3t-sTio-LrweWucVDNikB9pk2Qq5yM_Xxht2IHIhFsRIt=s96-c Tech Titans Raja {"stringValue":""} {"stringValue":""} He/Him Other captured {"stringValue":""} Ganesh 1 1 0 Miracle educational society group of institutions {"stringValue":""} 0 rajaganesh280@gmail.com 1 N + +7 111 8OmvcY30h8N18az5IXAsOoMOpQb2 https://lh3.googleusercontent.com/a/ACg8ocLwlpTWAwZimnNsILxg1-PqDBUOM7x6bOH5e6KjL_G_xE7BAtMXOg=s96-c Team minus Devi Devarapalli {"stringValue":""} {"stringValue":""} She/Her Gayatri Vidya Parishad College of Engineering captured {"stringValue":""} Renuka 1 1 0 {"stringValue":""} {"stringValue":""} 1 devarapallirenukadevi25@gmail.com 1 {"stringValue":""} During natural and man-made disasters, the absence of real-time route intelligence and adaptive logistics planning leads to critical delays in delivering relief supplies to remote and vulnerable communities. Damaged roads, limited vehicle access, and poor connectivity make coordination inefficient, resulting in preventable loss of lives, wastage of resources, and uneven distribution of aid. {"stringValue":""} N + BVYhfIBH4xbpuxwELZZr5or69FI2 https://lh3.googleusercontent.com/a/ACg8ocLSYXwxdkC4fF10iZZo6zm5Nn3YJkJyRRp8roVQygmj59FztA=s96-c Team minus Bora {"stringValue":""} {"stringValue":""} She/Her Gayatri Vidya Parishad College of Engineering captured {"stringValue":""} Jagadeswari 1 1 0 {"stringValue":""} {"stringValue":""} 0 borajagadeswari@gmail.com 1 N + FsB7M6lR6SdxKc1SrOHaEH1Y06b2 https://lh3.googleusercontent.com/a/ACg8ocKj2tk47ye5KNoH6Q1wDg5JMWz5RvM6OFI5Za3rtYgcYYuquA=s96-c Team minus Neeatheeaniya {"stringValue":""} {"stringValue":""} She/Her Gayatri Vidya Parishad College of Engineering captured {"stringValue":""} Allumullu 1 1 0 {"stringValue":""} {"stringValue":""} 0 allumulluneeatheeaniya@gmail.com 1 N + L5EtyERCEzbu7opGF3PnsJCpPqx2 https://lh3.googleusercontent.com/a/ACg8ocLbMo8kXcMFjg2lB0Aw0g32RwEbgB1zPCCVeJxFbnq7MvX0Gg=s96-c Team minus Triveni {"stringValue":""} {"stringValue":""} She/Her Gayatri Vidya Parishad College of Engineering captured {"stringValue":""} Bommi 1 1 0 {"stringValue":""} {"stringValue":""} 0 trivenibommi148@gmail.com 1 N + +8 111 8VsPT8RbqJVd29iP3NzIVE5bWF63 https://lh3.googleusercontent.com/a/ACg8ocJv6toEiyqw6YNys9NQIbjXApi3zTG3WcNkdcdiTGoq3JSIdkE=s96-c MANASHANTHI Sri Raj {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Deepak 1 1 0 {"stringValue":""} {"stringValue":""} 0 deepaksriraj35@gmail.com 1 N + 8uXm5eQ5EtZ02oMvvQ8DiDiuz3f2 https://lh3.googleusercontent.com/a/ACg8ocIygQ18w6PmunrwZXKruVbac2J8PuWLtC-m_fjD1UcKTy0Upg=s96-c MANASHANTHI Chukkala {"stringValue":""} {"stringValue":""} She/Her Gandhi Institute of Technology and Management captured {"stringValue":""} Kiranmayi 1 1 0 {"stringValue":""} {"stringValue":""} 1 kiranmayichukkala@gmail.com 1 Next.js with TypeScript, Tailwind CSS 1. Farmers often rely on traditional practices and fragmented information, leading to low productivity and uncertain income. 2. Crop selection, disease identification, and weather planning are largely based on guesswork rather than data. 3. Crop diseases and climate changes are usually detected too late, causing major yield losses. 4. Farmers lack reliable tools to estimate profitability before cultivation begins. 5. Access to timely expert guidance and consolidated agricultural knowledge remains limited. An AI-powered smart agriculture platform that supports farmers throughout the entire farming lifecycle. Provides data-driven insights for crop planning, weather adaptation, and early risk identification. Enables early detection of crop health issues to minimize losses and improve yield quality. Offers profit estimation and market-aware guidance to support better financial planning. Empowers farmers to shift from intuition-based farming to proactive, sustainable, and profitable agriculture. N + RvGTKYVgf3hcTnS6l3N0OnGRh0r2 https://lh3.googleusercontent.com/a/ACg8ocJTOVtjOk_6zIuC0Zn5KHYj_DQFfvZLg3NsGtuqN3whhQGGVok=s96-c MANASHANTHI Sabbavarapu {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Lohitaksh 1 1 0 {"stringValue":""} {"stringValue":""} 0 lohitakshsabbavarapu@gmail.com 1 N + VLBKuVZC2oQ2yhD8UMhzdduGwBH2 https://lh3.googleusercontent.com/a/ACg8ocLLNHOfUySfwLM6dg-bPKJiM4DXo2yUoWduR8P0qyf5HcMBkw=s96-c MANASHANTHI Kandipilli {"stringValue":""} {"stringValue":""} She/Her Gandhi Institute of Technology and Management captured {"stringValue":""} Bhavana 1 1 0 {"stringValue":""} {"stringValue":""} 0 bskproff2@gmail.com 1 N + +9 111 A6zaKownfcPasUp0DgU9gYHRwZx2 https://lh3.googleusercontent.com/a/ACg8ocIFTGR0P-TWjP6EesVsB_ZvSvTSu2aE4b867qmP1TO09XZcZUEs=s96-c SHUDARSHANA 1 MOTURU {"stringValue":""} {"stringValue":""} He/Him Other captured {"stringValue":""} UTTEJ 1 1 0 Avanthi institute of engineering and technology {"stringValue":""} 1 moturuuttej12345678@gmail.com 1 Python, quantum technology, frontend (HTML,CSS,JS) Managing pregnancy is a complex physiological process, but the rising prevalence of Gestational Diabetes Mellitus (GDM) and Pre-gestational Diabetes poses a significant threat to maternal and fetal health. Current healthcare systems often struggle with delayed diagnosis, inconsistent glucose monitoring, and a lack of personalized intervention, leading to preventable complications. The Core Solution We have built a Quantum-Enhanced Hybrid Intelligence System that transforms gestational diabetes care from reactive (treating spikes) to proactive (preventing them). 1. Data Acquisition (The Inputs) Continuous Monitoring: Real-time glucose data from CGM sensors and physical activity from wearables. Biometric Sync: Automated data flow via Bluetooth Low Energy (BLE) to a dedicated mobile app. 2. The Intelligence Engine (The Processing) We use a "Hybrid" model to get the best of both worlds: Classical AI (XGBoost/LSTM): Handles the day-to-day data processing and predicts immediate glucose trends. Quantum ML (QSVM/VQC): Uses Quantum Kernels and Entanglement to analyze complex metabolic patterns. It identifies high-risk GDM complications (like macrosomia) that classical computers are statistically blind to. 3. Intervention & Security (The Outputs) Virtual Health Coach: An AI-driven app provides instant, trimester-specific feedback on nutrition and insulin dosing. Clinician Dashboard: Alerts doctors to high-risk patients using risk-stratification. Quantum-Safe Privacy: Secured with Post-Quantum Cryptography to ensure maternal and fetal health data remains private forever. 4. Key Results Precision: 3–5% higher accuracy in risk detection compared to standard AI. Prevention: Early warning systems that alert mothers 30–60 minutes before dangerous glucose events occur. Outcome: Reduced rates of preeclampsia, C-sections, and neonatal complications. N + eKRY5a62RGYaraOIIhBFN4MLFE42 https://lh3.googleusercontent.com/a/ACg8ocLGWAo7gZ47VjrBFDLU2HfZfqnvk2ms4hhJzQtDtycuUmghJwyp=s96-c SHUDARSHANA 1 Vegisetti {"stringValue":""} {"stringValue":""} He/Him Other captured {"stringValue":""} Kasi Viswanath 1 1 0 Avanthi institute of engineering and technology {"stringValue":""} 0 kasiviswanath129@gmail.com 1 N + eLHXmHNl2eNlyx31q6WithEJNWd2 https://lh3.googleusercontent.com/a/ACg8ocJs1qTq8s2qeL2HWxcESZ62-xR23MqrTdZn5JRt4FPuN1vMng=s96-c SHUDARSHANA 1 Agraharapu {"stringValue":""} {"stringValue":""} She/Her Other captured {"stringValue":""} Haripriya 1 1 0 Avanthi institute of engineering and technology {"stringValue":""} 0 haripriyaagraharapu69@gmail.com 1 N + zDaExD3Grocqz6dQ2dYWcazb5wb2 https://lh3.googleusercontent.com/a/ACg8ocL-oMXAxs91e2dgB4oNsclNGzs0EljB7NB9hHRrh8LtpNvmxDB7=s96-c SHUDARSHANA 1 Tarun Kumar {"stringValue":""} {"stringValue":""} He/Him Other captured {"stringValue":""} Dasari 1 1 0 Avanthi Institute of Engineering & Technology {"stringValue":""} 0 tarunkumardasari5725@gmail.com 1 N + +10 111 BrJ2fgRT3uRmetrFxTAU3dnQbIp1 https://lh3.googleusercontent.com/a/ACg8ocI6TH-H26p88Sn4FM9ib54qzlbq__Z0-r7eMP5cyFRLjrFcKRs=s96-c Code wizards Sanjay {"stringValue":""} {"stringValue":""} He/Him Other captured {"stringValue":""} sp 1 1 0 Aditya degree and PG college {"stringValue":""} 1 sanjaysri.12mar@gmail.com 1 React,nodejs AI-Powered Mental Wellness and Community Support Platform. {"stringValue":""} N + N8D4Hxa1EBcWmZVMmdX27w5myZD2 https://lh3.googleusercontent.com/a/ACg8ocIk8EcT7RmyDZrEIdpumEczT62ylEf44hvfG3YHLLrnMEsPPw=s96-c Code wizards Sayyed {"stringValue":""} {"stringValue":""} She/Her Andhra University College of Engineering captured {"stringValue":""} Farhana 1 1 0 {"stringValue":""} {"stringValue":""} 0 farhanasd05@gmail.com 1 N + PE8DN8T2JwMYWZmLZZtI6zcmFAn1 https://lh3.googleusercontent.com/a/ACg8ocK8IUwFyP9FmOw2u0zBVLHmVbhfN6S0om1PwnneE-icYD9hAt8=s96-c Code wizards N {"stringValue":""} {"stringValue":""} She/Her Andhra University College of Engineering captured {"stringValue":""} Varshini 1 1 0 {"stringValue":""} {"stringValue":""} 0 varshininamballa18@gmail.com 1 N + +11 111 5Iln9txM5CQ6QRjd5xzB8HqmJOa2 https://lh3.googleusercontent.com/a/ACg8ocJgLZHhcizri43x1cq1f58NOwLiqBf-kccm57Lf90LT9ZVazgc=s96-c AI explorers Krishna {"stringValue":""} {"stringValue":""} He/Him Maharaj Vijayaram Gajapathi Raj College of Engineering captured {"stringValue":""} Aswin 1 1 0 {"stringValue":""} {"stringValue":""} 0 aswinkrishna.mvgr@gmail.com 1 N + CICw5g6olZP5wHQyd74w3YC75gs2 https://lh3.googleusercontent.com/a/ACg8ocIYzYSx7vExGIKe9auhHnlzLPA5Eu4PLnmG4v3Kj_BZh1I7sw=s96-c AI explorers UMAR KESA VARDHAN {"stringValue":""} {"stringValue":""} He/Him Maharaj Vijayaram Gajapathi Raj College of Engineering captured {"stringValue":""} KANDREGULA 1 1 0 {"stringValue":""} {"stringValue":""} 1 kesavd929@gmail.com 1 Firebase, Flutter, Gemini API This platform is an inter-college student community and engagement system that prioritizes productivity, clarity, and belonging over screen addiction, functioning as a verified, student-only digital campus commons rather than a social media application. It centralizes and structures campus life by providing official spaces for clubs, committees, and student councils, offering central announcements for events and fests, and hosting academic forums that allow for anonymous doubt-clearing to support introverted students. The system includes "The Vault" for peer-to-peer academic resources, a verified Lost & Found, and utility-driven tools like Study Buddy and Teammate Finders that use topic-first matching to reduce social anxiety. Governance follows a student-led, faculty-backed model where the Student Council handles day-to-day moderation and discipline while faculty provide minimal oversight and final authority for conflict resolution. Built on a mandatory Google-first technical stack including Flutter and Firebase, the platform remains free for core access with an ethical, low-cost premium tier for advanced utility, strictly prohibiting ads, data selling, and engagement-addictive metrics like likes or followers to ensure a low-noise, high-trust digital extension of offline college life. {"stringValue":""} N + T5cbIicpVEhWZkeOKCRIDVO5mzP2 https://lh3.googleusercontent.com/a/ACg8ocKyicx-iSJ_b_WLepf5o5w_bQAVvuT2VlFl16cLaNlpiJxA_w=s96-c AI explorers R {"stringValue":""} {"stringValue":""} He/Him Maharaj Vijayaram Gajapathi Raj College of Engineering captured {"stringValue":""} Abhiram 1 1 0 {"stringValue":""} {"stringValue":""} 0 abhiramssk@gmail.com 1 N + oETvaVytOxU46zUtS2Wir5xACyO2 https://lh3.googleusercontent.com/a/ACg8ocLfbKswtWrq_8-E_GunzM9jmkZOtWGbcN_SabA-L21o2Z4h7A=s96-c AI explorers Pontapalli {"stringValue":""} {"stringValue":""} He/Him Maharaj Vijayaram Gajapathi Raj College of Engineering captured {"stringValue":""} Rohith 1 1 0 {"stringValue":""} {"stringValue":""} 0 pontapallirohith@gmail.com 1 N + N +12 111 2kDhDQoS46NNTWKwDsMWYGCSJRf2 https://lh3.googleusercontent.com/a/ACg8ocILdoej6djSzwSRLAL58EZqbrjgOJMyYV719yMxeBTAhKQaaw=s96-c Saha Tech ravi {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} manoj 1 1 0 {"stringValue":""} {"stringValue":""} 0 mravi5@gitam.in 1 N + CcWh16OPsAYj2ecLysvhQJs5IdZ2 https://lh3.googleusercontent.com/a/ACg8ocJex9J1hMtxjfhrqgs4zJV_D3K64tasjUrek-O91E5i7NqbXg=s96-c Saha Tech Mindi {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Charan 1 1 0 {"stringValue":""} {"stringValue":""} 0 charanmindi22@gmail.com 1 N + CqERJLgzWhV3Gp9RIKHnhGykEEq1 https://lh3.googleusercontent.com/a/ACg8ocKxtPNPYMIl3G74j0O45_Hz2iM2patZP_TDPLgHjYHbuYivAr4j=s96-c Saha Tech Korupolu {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Deekshit 1 1 0 {"stringValue":""} {"stringValue":""} 1 korupoludeekshit9014@gmail.com 1 {"stringValue":""} Students often follow a one-size-fits-all learning approach that does not address individual strengths, weaknesses, or career goals. Many students are uncertain about what to learn, how to improve, and which skills are truly required for specific industry roles, leading to poor learning outcomes and low job readiness. We propose an AI-based personalized learning platform that analyzes a student’s academic performance, interests, and learning pace to identify skill gaps aligned with their desired career path. The system recommends customized learning paths, relevant resources, and practice tasks, and continuously adapts suggestions based on progress. This enables students to learn efficiently and build industry-ready skills. N + TEPue3iI2WasBuXHbfBFCs4EXZj1 https://lh3.googleusercontent.com/a/ACg8ocJ7vSGiM3jsmrqfO_kwEgjRmoGX6CpdD99fo9pKscn-JScZ-g=s96-c Saha Tech KUNDRAPU {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} JAYA SAI DEEP 1 1 0 {"stringValue":""} {"stringValue":""} 0 kjayasaideep2006@gmail.com 1 N + +13 112 EzOkY0IqA6PCkGn2vpKr5ZnFbdv1 https://lh3.googleusercontent.com/a/ACg8ocJEyuyHRXyqRS3Rtr4zw6KSVlilsm-8FJMYCUixPu9p0CS_oA=s96-c Code Crackers mounikarajivytla {"stringValue":""} {"stringValue":""} She/Her Gandhi Institute of Technology and Management captured {"stringValue":""} mounikaraji 1 1 0 {"stringValue":""} {"stringValue":""} 1 mvytla@gitam.in 1 {"stringValue":""} As essential services such as online registrations, payments, and applications move to digital platforms, system success is often measured only by completed transactions. However, a major issue remains unnoticed: users who start a digital task but silently fail to complete it. Existing support systems like chatbots are reactive and depend on users actively seeking help. In reality, many users abandon processes due to confusion, repeated errors, language barriers, or complex workflows—without reporting the issue. These silent failures remain invisible, leading to poor user experience, digital exclusion, and incorrect system performance metrics. There is currently no proactive mechanism to detect user struggle during the interaction itself and identify where and why digital systems fail their users. We propose an AI-assisted User Failure Detection System that proactively identifies silent user struggle by analyzing anonymized interaction patterns such as idle time, repeated corrections, navigation loops, and error retries. The system detects potential failure points in real time, classifies the cause of user difficulty, and provides actionable insights to improve accessibility, usability, and system reliability. This shifts digital platforms from reactive support to proactive system accountability, ensuring that success is measured not only by completion, but by the system’s ability to support all users effectively. N + JGoo9P90HGZywOmQWb4Mb1Uw6Jv2 https://lh3.googleusercontent.com/a/ACg8ocJj9OoxVd_tRj_6p_25Gm4MlltuFB67sC7z3igC0GdAyvxlgg=s96-c Code Crackers Sai Renu Sahasra Kalidindi {"stringValue":""} {"stringValue":""} She/Her Gandhi Institute of Technology and Management captured {"stringValue":""} Sai Renu Sahasra 1 1 0 {"stringValue":""} {"stringValue":""} 0 skalidin10@gitam.in 1 N + YFsaKcrOsUdYs8JmNudRuekczGZ2 https://lh3.googleusercontent.com/a/ACg8ocKOZ8vN3qsXz6we40qbvBn6d9KrmwDV2NHIhCGsPJxNQwjvow=s96-c Code Crackers nandinipradhan {"stringValue":""} {"stringValue":""} She/Her Gandhi Institute of Technology and Management captured {"stringValue":""} Nandini 1 1 0 {"stringValue":""} {"stringValue":""} 0 npradhan@gitam.in 0 N + v4QgDx9iRtT0NJvLMLTn91PzcKv1 https://lh3.googleusercontent.com/a/ACg8ocJm_7kynK8AFkFbUx7v7GKE7doZ544JORgMHI0hlPvAHP4rOg=s96-c Code Crackers anushakotteti {"stringValue":""} {"stringValue":""} She/Her Gandhi Institute of Technology and Management captured {"stringValue":""} anusha 1 1 0 {"stringValue":""} {"stringValue":""} 0 akotteti@gitam.in 1 N + +14 112 ExMUrXeTwbcIGk3w1X2c2eTjrjA2 https://lh3.googleusercontent.com/a/ACg8ocKQaYT4-bcC7fd83hZLj8m-tFKdDgvLfJFmix5RHYiaWDXSMw=s96-c Dragon Warriors Surabathula {"stringValue":""} {"stringValue":""} She/Her Gandhi Institute of Technology and Management captured {"stringValue":""} Srivaishnavi 1 1 0 {"stringValue":""} {"stringValue":""} 0 starsrivaishnavi@gmail.com 1 N + ILNau790rMcDqlRPMLyYVpZV3d53 https://lh3.googleusercontent.com/a/ACg8ocI-nKmyi35Ema0p7mHCXQhbhRkvT7dVxYfi2lBvP1ToWP7QGg=s96-c Dragon Warriors SAI SRIJA 2024002512 {"stringValue":""} {"stringValue":""} She/Her Gandhi Institute of Technology and Management captured {"stringValue":""} NAGAM 1 1 0 {"stringValue":""} {"stringValue":""} 1 snagam@student.gitam.edu 1 Frontend: HTML, CSS, JavaScript , Leaflet.js for interactive maps and geolocation visualization Backend: Python ,FastAPI for building RESTful APIs Pydantic for data validation , Uvicorn / Gunicorn as the API server Database & Data Handling: Structured data storage using Python data structures (Lists, Dictionaries, Sets, Tuples) • Geolocation-based issue mapping Additional Features: • Image and voice-based complaint submission • Role-based access for authorities • Real-time status updates and escalation alerts Existing civic grievance systems are inefficient, lack transparency, and result in delayed issue resolution. This project aims to develop a software-based platform that enables citizens to report civic issues, track their status in real time, and helps authorities manage and resolve complaints efficiently. The proposed solution is a software-based crowdsourced civic issue reporting and resolution platform that enables citizens to report public issues such as road damage, water leakage, sanitation problems, and other urban concerns through a mobile or web interface. Users can submit complaints using images, live camera capture, geolocation, voice, and text descriptions. Reported issues are automatically routed to the appropriate government department and authority level (ward, zone, or city) using location-based mapping. Authorities access a real-time dashboard with complaint details, geotagged evidence, severity indicators, and status tracking. A multi-level escalation mechanism ensures unresolved issues are automatically forwarded to higher officials, improving accountability, transparency, and response time in civic governance. N + ONCePgvLvBMNlwt09I2mVbsBrpf1 https://lh3.googleusercontent.com/a/ACg8ocKJqIveKtoNiQFhccGvIAdQOWBFBVu8andPwfPgImrJzLuKIA=s96-c Dragon Warriors Kaarthik {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Gedala 1 1 0 {"stringValue":""} {"stringValue":""} 0 kgedala@student.gitam.edu 1 N + jPVaGAKUTCMaQH4xlvOXHmkLkzB3 https://lh3.googleusercontent.com/a/ACg8ocIP-mtEIoeDFUoLuwn-LIbpIiHIG-5zJtY-3x9LCefNDiYiRg=s96-c Dragon Warriors RUCHIKA {"stringValue":""} {"stringValue":""} She/Her Gandhi Institute of Technology and Management captured {"stringValue":""} KOLA 1 1 0 {"stringValue":""} {"stringValue":""} 0 rkola@student.gitam.edu 1 N + mqQ29PNIrthmNWi3l7YTxrrwSrE3 https://lh3.googleusercontent.com/a/ACg8ocI3TXPXhVBC2tAUbzUXOaQmhyP3kuZdlVSTjIt34M3xP60sOQ=s96-c Dragon Warriors Nihal {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Maredla 1 1 0 {"stringValue":""} {"stringValue":""} 0 nihalmaredla1@gmail.com 1 N + +15 112 9dRMU0pNe2SydZOfVDjMDPUyPWC2 https://lh3.googleusercontent.com/a/ACg8ocJ28tCXKb6seThkgTKH_T-nrYIal2S0owfZ_JKpbXbOq3z4F8X2=s96-c Tech titans Gorre (honey) {"stringValue":""} {"stringValue":""} He/Him Other captured {"stringValue":""} Aaron 1 1 0 Anil Neerukonda Institute of Technology and Sciences {"stringValue":""} 0 gorreaaron4christ@gmail.com 1 N + EAan9VynxXW3ujt23WVPgi7b8gE3 https://lh3.googleusercontent.com/a/ACg8ocK0DaLF60F45mBehmPB_jTelTekSpDNTZvWglPZrrnTw_vxXyB6=s96-c Tech titans Teja {"stringValue":""} {"stringValue":""} He/Him Other captured {"stringValue":""} Potnuru 1 1 0 Anil Neerukonda Institute Of Technology & Sciences {"stringValue":""} 0 potnuruteja15@gmail.com 1 N + I3ju0Zh2qhQ1aG5GkL7pD5z8kvG3 https://lh3.googleusercontent.com/a/ACg8ocIh-ZVYwpB7zzqZHzFnYd07EI5Gwf9_u9N4jOVAJIuB-5dQ-osZ=s96-c Tech titans Pavan {"stringValue":""} {"stringValue":""} He/Him Other captured {"stringValue":""} Durga 1 1 0 Anil NEERUKONDA INSTITUTE of technology and sciences {"stringValue":""} 1 durgapavan133@gmail.com 1 Python, Dictionary / JSON, Streamlit (optional UI) In today’s rapidly evolving job market, students acquire multiple technical skills through college courses and online platforms, but they struggle to understand how these skills align with real industry roles. Most students are unaware of which roles they are suitable for, what specific skills they are missing, and how to plan their learning journey effectively. Existing platforms focus either on teaching skills or listing job opportunities, but they fail to clearly translate a student’s current skill set into industry-relevant roles with actionable guidance. This gap leads to confusion, poor career decisions, and reduced confidence among students. We propose a Skill Gap Translator that bridges the gap between student skills and industry roles. The system takes a student’s current skills as input and compares them with predefined industry role requirements. It then identifies suitable roles, highlights missing skills for each role, and provides a clear learning roadmap. The solution is designed to be simple, explainable, and scalable, focusing on clarity rather than complex black-box models. This helps students make informed career decisions and plan their skill development effectively. N + cOqDRHLN10Po3GhTxAEpZa5pE2H3 https://lh3.googleusercontent.com/a/ACg8ocLJJOPzqEFAdM2xmXflr6SUU8gdx4Ikd9j0Trlt5LYl7Aa1uA=s96-c Tech titans Singireddi {"stringValue":""} {"stringValue":""} He/Him Other captured {"stringValue":""} Pavan 1 1 0 Anil neerukonda institute of technology and sciences {"stringValue":""} 0 singireddipavan29@gmail.com 1 N + +16 112 ExMUrXeTwbcIGk3w1X2c2eTjrjA2 https://lh3.googleusercontent.com/a/ACg8ocKQaYT4-bcC7fd83hZLj8m-tFKdDgvLfJFmix5RHYiaWDXSMw=s96-c Dragon Warriors Surabathula {"stringValue":""} {"stringValue":""} She/Her Gandhi Institute of Technology and Management captured {"stringValue":""} Srivaishnavi 1 1 0 {"stringValue":""} {"stringValue":""} 0 starsrivaishnavi@gmail.com 1 N + ILNau790rMcDqlRPMLyYVpZV3d53 https://lh3.googleusercontent.com/a/ACg8ocI-nKmyi35Ema0p7mHCXQhbhRkvT7dVxYfi2lBvP1ToWP7QGg=s96-c Dragon Warriors SAI SRIJA 2024002512 {"stringValue":""} {"stringValue":""} She/Her Gandhi Institute of Technology and Management captured {"stringValue":""} NAGAM 1 1 0 {"stringValue":""} {"stringValue":""} 1 snagam@student.gitam.edu 1 Frontend: HTML, CSS, JavaScript , Leaflet.js for interactive maps and geolocation visualization Backend: Python ,FastAPI for building RESTful APIs Pydantic for data validation , Uvicorn / Gunicorn as the API server Database & Data Handling: Structured data storage using Python data structures (Lists, Dictionaries, Sets, Tuples) • Geolocation-based issue mapping Additional Features: • Image and voice-based complaint submission • Role-based access for authorities • Real-time status updates and escalation alerts Existing civic grievance systems are inefficient, lack transparency, and result in delayed issue resolution. This project aims to develop a software-based platform that enables citizens to report civic issues, track their status in real time, and helps authorities manage and resolve complaints efficiently. The proposed solution is a software-based crowdsourced civic issue reporting and resolution platform that enables citizens to report public issues such as road damage, water leakage, sanitation problems, and other urban concerns through a mobile or web interface. Users can submit complaints using images, live camera capture, geolocation, voice, and text descriptions. Reported issues are automatically routed to the appropriate government department and authority level (ward, zone, or city) using location-based mapping. Authorities access a real-time dashboard with complaint details, geotagged evidence, severity indicators, and status tracking. A multi-level escalation mechanism ensures unresolved issues are automatically forwarded to higher officials, improving accountability, transparency, and response time in civic governance. N + ONCePgvLvBMNlwt09I2mVbsBrpf1 https://lh3.googleusercontent.com/a/ACg8ocKJqIveKtoNiQFhccGvIAdQOWBFBVu8andPwfPgImrJzLuKIA=s96-c Dragon Warriors Kaarthik {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Gedala 1 1 0 {"stringValue":""} {"stringValue":""} 0 kgedala@student.gitam.edu 1 N + jPVaGAKUTCMaQH4xlvOXHmkLkzB3 https://lh3.googleusercontent.com/a/ACg8ocIP-mtEIoeDFUoLuwn-LIbpIiHIG-5zJtY-3x9LCefNDiYiRg=s96-c Dragon Warriors RUCHIKA {"stringValue":""} {"stringValue":""} She/Her Gandhi Institute of Technology and Management captured {"stringValue":""} KOLA 1 1 0 {"stringValue":""} {"stringValue":""} 0 rkola@student.gitam.edu 1 N + mqQ29PNIrthmNWi3l7YTxrrwSrE3 https://lh3.googleusercontent.com/a/ACg8ocI3TXPXhVBC2tAUbzUXOaQmhyP3kuZdlVSTjIt34M3xP60sOQ=s96-c Dragon Warriors Nihal {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Maredla 1 1 0 {"stringValue":""} {"stringValue":""} 0 nihalmaredla1@gmail.com 1 N + +17 112 0iRML41vmOarTwosYIMHKXWe1FW2 https://lh3.googleusercontent.com/a/ACg8ocL4Hh6zk31Kx8jJ7FyB_vPi_Me3X8hmuiQz3d1K9cEzRUD1mQ=s96-c Chill Coders Lohith {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Lohith 1 1 0 {"stringValue":""} {"stringValue":""} 0 lohith7322@gmail.com 1 N + LFcWqyT9LiUGl9UdSZeA2xFzszk2 https://lh3.googleusercontent.com/a/ACg8ocL2v3n7-__ox1mhUOxBjIViF41KhHRPcSIxPhwItqmiWpPe9eL7=s96-c Chill Coders Janakiram 2024031823 {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Kolipakula 1 1 0 {"stringValue":""} {"stringValue":""} 1 jkolipak@student.gitam.edu 1 React.js,Node.js,PostgreSQL,Python(NLP),Firebase Problem Statement - MSME Compliance Automation Software Micro, Small and Medium Enterprises (MSMEs) face significant challenges in managing statutory and regulatory compliances due to multiple Central and State laws, frequent policy changes, and fragmented compliance systems. Manual tracking and limited legal awareness often result in missed deadlines, penalties, and loss of government benefits. There is a need for a centralized, software-based compliance automation platform that can identify applicable compliances for MSMEs, track statutory deadlines, and provide timely alerts. The objective is to reduce compliance burden, improve regulatory adherence, and enhance Ease of Doing Business for MSMEs. Develop a centralized, cloud-based MSME Compliance Automation Platform accessible via web and mobile browsers. Enable MSME onboarding and profiling to capture business type, sector, turnover, employee count, and state. Automatically map applicable Central and State compliances based on business profile. Generate a dynamic compliance calendar with monthly, quarterly, and annual statutory deadlines. Provide automated alerts and reminders through email, SMS, or messaging platforms to prevent missed filings. Offer a secure document management system for uploading, storing, and retrieving compliance records. Include a dashboard and analytics module to show compliance status, pending actions, and risk indicators. Support regulatory update notifications with simplified explanations of rule changes. Ensure the platform is scalable, secure, and affordable, improving compliance adherence and Ease of Doing Business for MSMEs. N + cQqNxMR3QnZgVGGojx6VCvnLDL92 https://lh3.googleusercontent.com/a/ACg8ocKdB43Vvfx_QOCZk3yJntkKJUTdpeO_63q3uimYg-t7LX2lFg=s96-c Chill Coders Dokkada {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Joshi 1 1 0 {"stringValue":""} {"stringValue":""} 0 joshirockstar38@gmail.com 1 N + m92jZRMenlfSdgkDcntfLnL9W0h2 https://lh3.googleusercontent.com/a/ACg8ocJ87q8KE34IPfXbeqJc04KO7UfmoqQwK0FDnZoGFAPSEts0cQ=s96-c Chill Coders Parvatha Reddy {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Deeraj 1 1 0 {"stringValue":""} {"stringValue":""} 0 pdeeraj277@gmail.com 1 N + +18 112 LbEaMKVxmiQnXCVFww5oBcOXPYh2 https://lh3.googleusercontent.com/a/ACg8ocK_kqATOiM25UUYh_U_z4vplSb8OHqpY04M1nYEAksjlp2QBrRzOw=s96-c MR4A's Raut {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Maruti 1 1 0 {"stringValue":""} {"stringValue":""} 1 marutiraut2004@gmail.com 1 ESP32-CAM - Detects flowers, stages, and positioning. ToF Sensors – Provides depth perception and aids aisle navigation. Servo-Driven Brush – Gently mimics natural bee pollination Motor Drivers – Enable precise rover mobility and brush control. Software & Control – HSV filtering for flower recognition, PID motor control, future ML integration. ml models : FOMO for 2.0, and for 3.0 raspberry based YOLO v8 nano model Decline of natural pollinators (bees, butterflies) due to habitat loss, pesticide use, and climate change. ​Threatens global food production as many crops rely on pollinators for reproduction. ​Increasing crop demands highlight the need for efficient and consistent pollination methods. SmartBloom is an AI-powered robotic pollination system designed to address the decline of natural pollinators and the challenges of manual pollination in vertical and indoor farms. The system uses an ESP32/Camera or Raspberry Pi–based rover to autonomously detect flowers through computer vision and gently pollinate them using a servo-driven soft brush. Integrated sensors like AQI ensure healthy plant environments, while IoT connectivity enables monitoring and control. SmartBloom offers a low-cost, scalable, and eco-friendly alternative to traditional pollination methods, improving crop yield, reducing labor, and supporting sustainable agriculture. It’s built as a practical, deployable solution for modern farming. N + LxsLmVSEfScpX86nza0prg3aetn1 https://lh3.googleusercontent.com/a/ACg8ocKhcOO1TbMuDefk0Zy8bSore1ewn9S8Cv5BItjhhjIr2kBldSk=s96-c MR4A's Kumar {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Avinash 1 1 0 {"stringValue":""} {"stringValue":""} 0 avinashkumar.jsr09@gmail.com 1 N + p1aj7p5bmce5y20d61aESvUvihq1 https://lh3.googleusercontent.com/a/ACg8ocLS8t_UbiGqjOZBJNxSG0hza4yYxD55J13k7azXkjZOhwH-hA=s96-c MR4A's antareepadhikari {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} antareep 1 1 0 {"stringValue":""} {"stringValue":""} 0 aadhikar2@gitam.in 0 N + wQgEcKACkEXOpEeIB6dMAqSJ85s2 https://lh3.googleusercontent.com/a/ACg8ocK37CNXmkh4Leq1TGlG10Awd5WptJ_9MPm5hQ81CJaskeD9yw=s96-c MR4A's Kumar {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Ankit 1 1 0 {"stringValue":""} {"stringValue":""} 0 ankitthakur1764@gmail.com 1 N + +19 112 Euypxr8FmbYvYEk9Dpx9quTsWBp2 https://lh3.googleusercontent.com/a/ACg8ocKds6p1S8qpQZA4hNDUJOPeAczniWGCnIk1OxA2f6JQqIbAlg=s96-c Ctrl + Win Vynavi {"stringValue":""} {"stringValue":""} She/Her Gandhi Institute of Technology and Management captured {"stringValue":""} Potnuru 1 1 0 {"stringValue":""} {"stringValue":""} 0 vpotnuru5@gitam.in 1 N + SDKLS8CI7jUeYpEDgcWyJ29fSub2 https://lh3.googleusercontent.com/a/ACg8ocLvl1jCKQNrzj2hMeLx2nYAjgs7_WykRGoW2jWAgNejve-j=s96-c Ctrl + Win gowthamrajana {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} gowtham 1 1 0 {"stringValue":""} {"stringValue":""} 0 grajana@gitam.in 1 N + TeH3tySWv6aWoPt5Z7YZdCiHHp32 https://lh3.googleusercontent.com/a/ACg8ocKVi-QeRPn-iNPo2OudSL3TABeUUSxkn88jYzIO6x_WCwkqbw=s96-c Ctrl + Win Netinti {"stringValue":""} {"stringValue":""} She/Her Gandhi Institute of Technology and Management captured {"stringValue":""} Snehitha 1 1 0 {"stringValue":""} {"stringValue":""} 0 snetinti@gitam.in 1 N + V0R3q4V7SdeJFclmrW32gkje8Xt2 https://lh3.googleusercontent.com/a/ACg8ocLtFdfHKU3UX_M4U91rdrBkf7LlH3_0k14x-IIPpQa9UF5ZNQ=s96-c Ctrl + Win Dasari {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Rahul Manoj PrabhuKeertan 1 1 0 {"stringValue":""} {"stringValue":""} 1 rdasari8@gitam.in 1 {"stringValue":""} Late diagnosis of diseases such as diabetes, heart conditions, and respiratory disorders leads to preventable complications and deaths. Many individuals either ignore early symptoms or lack timely access to healthcare professionals. There is a critical need for an intelligent system that can analyze symptoms, lifestyle patterns, and medical history to identify potential health risks at an early stage and encourage preventive care. We propose an AI-powered early disease detection platform that allows users to input symptoms, lifestyle habits (diet, sleep, physical activity), and basic medical history. Using machine learning models, the system predicts the probability of potential diseases and categorizes the risk level (Low / Medium / High). The solution provides: • Early risk alerts • Personalized health recommendations • Guidance on when to consult a doctor The platform focuses on preventive healthcare, accessibility, and data privacy, making it suitable for both urban and rural users. N + +20 112 IJMxdrYEyiZBszmgL8EGMvfxgCk2 https://lh3.googleusercontent.com/a/ACg8ocJyfCqOfruCag-pMGs78zJxDNjjku-xnjQZM_sFp2X935M61Tw=s96-c Eco Architects pävan {"stringValue":""} {"stringValue":""} He/Him Other captured {"stringValue":""} Sáï 1 1 0 Sanketika Vidya parishad engineering college {"stringValue":""} 0 vipparthisai@gmail.com 1 N + XTrVgoJXiaf5kEkCX48oZRxfdI42 https://lh3.googleusercontent.com/a/ACg8ocLB6Pd1CrKexgwuLmeDzVcXQ-SnlxiJkczZuZnqdSjsMQDSUfGb=s96-c Eco Architects Prashant Kambala {"stringValue":""} {"stringValue":""} They/Them Other captured {"stringValue":""} Sai 1 1 0 Sanketika vidya parishad engineering college {"stringValue":""} 1 saiprashanthkambala@gmail.com 1 Javascript, CSS,HTML Creating program to control major civic issue in society. Which rise issue to the different individual commission. And issue solved by department Urban citizens frequently encounter civic issues such as damaged roads, garbage accumulation, water supply failures, and emergency situations related to health, fire, or law enforcement, but lack a unified digital platform to report and track these problems efficiently. The “Report and Develop” civic issue reporting system addresses this problem by providing a responsive web-based prototype that allows citizens to report both normal and emergency issues using text, images, videos, audio recordings, and location details. The system enables users to view nearby issues, filter them by category, upvote important problems, and track the status of their own reports as pending, in progress, or resolved. User profiles, theme and language preferences, and issue data are managed using browser localStorage, making the application fully functional without a backend server. Overall, this solution promotes transparency, faster response, and active citizen participation in improving urban infrastructure and public services. N + a2arhvAEBkcYQR8qBMRiClpDl6Z2 https://lh3.googleusercontent.com/a/ACg8ocL5QFYZWfXn1707FcCHQcjGbxEhmrUGigRqOrtldWDz6mzWxBc=s96-c Eco Architects Venkatesh {"stringValue":""} {"stringValue":""} He/Him Gayatri Vidya Parishad College of Engineering captured {"stringValue":""} Paila 1 1 0 {"stringValue":""} {"stringValue":""} 0 venkateshpaila72@gmail.com 1 N + wCxDhnzL2wZYM6WPshBr7HSNl8l2 https://lh3.googleusercontent.com/a/ACg8ocKokWmjqUP_CAn1CxwyuluhmoFgUAebtEJj8jvsoU76ytMLmQNO=s96-c Eco Architects Krishna Kopanathi {"stringValue":""} {"stringValue":""} They/Them Other captured {"stringValue":""} Mohan 1 1 0 Sanketika vidhya parishad engineering college {"stringValue":""} 0 mohankrishnakopanathi@gmail.com 1 N + N +21 112 MAKipjc8jXO1FFepV5SRLE7kJBr2 https://lh3.googleusercontent.com/a/ACg8ocJPRfOUI9Bfdio7EeLP-62rPH5Almh-jW8Uxu3OO5GSkYKhCO8=s96-c Maddies navyasreesirasapalli {"stringValue":""} {"stringValue":""} She/Her Gandhi Institute of Technology and Management captured {"stringValue":""} navyasree 1 1 1 {"stringValue":""} {"stringValue":""} 0 nsirasap@gitam.in 1 N + YudYCpRZlTgken4ojqFAdaoS4vP2 https://lh3.googleusercontent.com/a/ACg8ocIB2KlgAmWtRY7PmFLh51bvJ_TecXRqOdTefC-Km7T44sWyhlA=s96-c Maddies Jaahnavi Neelam {"stringValue":""} {"stringValue":""} She/Her Gandhi Institute of Technology and Management captured {"stringValue":""} Jaahnavi 1 1 0 {"stringValue":""} {"stringValue":""} 1 jneelam2@gitam.in 1 Node.js, HTML, Mobilenetv2, Yolo v11 Current automated harvesters rely on cloud-based AI, which suffers from high latency, dependency on unstable rural internet, and expensive data costs, leading to slow and unreliable performance. EdgeAI enabled Real-time Fruit Harvester for Automated Smart Farms: We are building an EdgeAI-enabled harvester that processes all AI inference locally on the device hardware. By eliminating the cloud, our system achieves real-time accuracy, functions 100% offline in remote areas, and significantly reduces operational costs for smart farms. N + fRwfieLti6aS5QMGBtCwH9L9VIl2 https://lh3.googleusercontent.com/a/ACg8ocK4vv6NK5necVvpztCL99qHLHZlMPbqzQUVbOoQdJeNTAqh0g=s96-c Maddies Borusu {"stringValue":""} {"stringValue":""} She/Her Gandhi Institute of Technology and Management captured {"stringValue":""} Annie Christian 1 1 0 {"stringValue":""} {"stringValue":""} 0 aborusu@gitam.in 1 N + +22 112 BQcpDaXlFpYUKNXnJht2nZl99Rs1 https://lh3.googleusercontent.com/a/ACg8ocJzGlCw1X0unOvFj4oBIlPVkCVd-i7zwDbHtmWX67v7ODVdqw=s96-c CampusCred Kumar {"stringValue":""} {"stringValue":""} He/Him Gayatri Vidya Parishad College of Engineering captured {"stringValue":""} Akhil 1 1 0 {"stringValue":""} {"stringValue":""} 0 vanapalliakhil2006@gmail.com 1 N + F3Czpq2Vz3boNnCh4cEYMhRy8rl2 https://lh3.googleusercontent.com/a/ACg8ocLEsA8yNO_AmSDHspWLZP85FmegLOgiOvrSySgTZvMuCXFJ2A=s96-c CampusCred jai karthik {"stringValue":""} {"stringValue":""} He/Him Other captured {"stringValue":""} Rayapalli 1 1 0 GAYATRI VIDYA PARISHAD COLLEGE OF DEGREE AND PG COURSES-RUSHIKONDA {"stringValue":""} 0 rayapallijaikarthik@gmail.com 1 N + XObmsSdxuNcWyOvY4RLkasHCr8B3 https://lh3.googleusercontent.com/a/ACg8ocJnZzxjmfME5IK3g_CnUQ8T8jhbiJKubuOSV4AtiTIfDbooyORLKA=s96-c CampusCred Gopichand {"stringValue":""} {"stringValue":""} He/Him Other captured {"stringValue":""} Chigurupalli 1 1 0 Gayatri Vidya parishad college for degree and pg courses {"stringValue":""} 0 chigurupallikrishnarao800@gmail.com 1 N + ZhEihxiR7IVnFwSOyWdVQfCZJ0F3 https://lh3.googleusercontent.com/a/ACg8ocLAGq-V2pcpoWhmPZ8oMii4l_33D9fGBdKs3OMyHhLicnqDWsXa=s96-c CampusCred Vardhan {"stringValue":""} {"stringValue":""} He/Him Other captured {"stringValue":""} Harsha 1 1 0 GAYATRI VIDYA PARISHAD COLLEGE FOR DEGREE AND PG COURSES (AUTONOMOUS) {"stringValue":""} 1 patnaik.harsha07@gmail.com 1 Frontend: React.js + Tailwind CSS , Backend: Python + Flask (or FastAPI) ,AI/ML: Python, Pandas, NumPy, Scikit-learn, Data: Synthetic student financial dataset (CSV) ,Visualization: Chart.js / Recharts. Problem Statement In India, most college students and first-time earners have no formal credit history and limited financial guidance. Although students manage income from allowances, stipends, or part-time work, they often lack discipline in managing expenses and savings. As a result: Students overspend without tracking income vs expenses Develop poor financial habits at an early stage Fall into EMI / BNPL traps Get rejected when applying for their first loan due to lack of readiness Traditional financial systems evaluate credit history, not financial discipline, leaving students unprepared and excluded. Proposed Solution Student Finance Guardian is an AI-powered guidance platform designed specifically for students to: Analyze income and expense behavior Encourage disciplined financial habits Prepare students for future loan readiness The system evaluates financial behavior instead of credit history and generates a Student Financial Readiness Score, along with clear guidance to improve it. How the Solution Works Student Inputs → AI Analysis → Readiness Score → Actionable Guidance Key Features: Tracks income vs expenses patterns Identifies unhealthy spending habits Guides students on savings and expense control Builds discipline for responsible borrowing N + +23 112 407EJYSHzjWW62MRBS3OU2fdU873 https://lh3.googleusercontent.com/a/ACg8ocLp3LHFC_ToKyVu6mKLTayq3ghKl4I4awzt-usbbAwWb9O_Ow=s96-c Gyan setu GEETHA KOUMUDI 2024021812 {"stringValue":""} {"stringValue":""} She/Her Gandhi Institute of Technology and Management captured {"stringValue":""} LANKA 1 1 0 {"stringValue":""} {"stringValue":""} 0 glanka@student.gitam.edu 1 N + DRZjaRfR9SPNjnCHoWg3f5KMh5H3 https://lh3.googleusercontent.com/a/ACg8ocK3DKjxYRoql-pgBI5cGqk8LgQcuP5nry2fH51J9D4OwL4uOA=s96-c Gyan setu ommi {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} chaitanyakrishna 1 1 0 {"stringValue":""} {"stringValue":""} 0 ommichaitanyakrishna@gmail.com 0 N + U1umsR7NNOaO7W7GzBBisDoLwdL2 https://lh3.googleusercontent.com/a/ACg8ocLnCoc35uB18UwpQfT4HSFmkSOdGofQRCMGB1VTuwNiBAnCiQ=s96-c Gyan setu TRIBHUVANESWAR MANO 2024014585 {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} BANDARU 1 1 0 {"stringValue":""} {"stringValue":""} 0 tbandaru@student.gitam.edu 1 N + ZpSHgqArzLQOcrRcXGoCR6Iv4202 https://lh3.googleusercontent.com/a/ACg8ocIN87pteOQaymbgdBSI13gGsjXmsbc6cs9AzMCbRDy_j5GliNc=s96-c Gyan setu Varma {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Koushik 1 1 0 {"stringValue":""} {"stringValue":""} 1 varmakoushik2007@gmail.com 1 Tech Stack Frontend (User App) HTML, CSS, JavaScript / React Backend (Real-Time Data) Firebase / Supabase Location & Maps Geolocation API, Google Maps API Notifications & Alerts Firebase Cloud Messaging (FCM), SMS API (optional) Admin Dashboard Web Dashboard (HTML / React) In campuses and public spaces, emergencies such as medical collapse, harassment, or accidents often occur in situations where the victim cannot make a phone call, speak loudly, or type a message. Existing emergency solutions fail because they: Depend on voice calls or long forms Require multiple steps during panic Are not usable in silent or threat scenarios Do not guarantee fast routing to the nearest responders As a result, critical response time is lost, turning preventable situations into serious incidents. Silent SOS is a one-tap emergency alert system that allows users to silently trigger help, automatically sharing their real-time location and emergency type with nearby responders and authorities — without calling or typing. The system is designed for panic-proof usage, where speed, simplicity, and reliability matter more than complexity. Silent SOS is designed to work in panic situations where speed and simplicity are critical. The user opens the application and triggers an emergency by tapping a single SOS button—no login, no typing, and no phone call required. The system works even when the phone is in silent mode, ensuring that the alert can be sent discreetly in sensitive situations. Once activated, the system automatically captures the user’s real-time GPS location without requiring any manual input. This eliminates confusion during emergencies and ensures accurate positioning. The user then selects the type of emergency—Medical, Safety/Harassment, or Accident—so responders can understand the situation and prepare appropriately before reaching the location. The alert is instantly transmitted to multiple endpoints, including campus security or a control room, nearby registered volunteers, and a centralized admin dashboard. This multi-channel routing ensures faster response and reduces dependency on a single authority. On the live admin dashboard, authorities can view the exact location on a map along with the emergency type, timestamp, and alert status (New, Acknowledged, or Resolved). This real-time visibility creates accountability, enables coordinated response, and significantly reduces emergency response time. N + qglK2Yiej9gDpC2XVVI1AI2YNEY2 https://lh3.googleusercontent.com/a/ACg8ocJ6NVlXKtKwUoowAj66wwJ91Btm_EAR0ApPUnjLcoOhVpUmV9A=s96-c Gyan setu Paila {"stringValue":""} {"stringValue":""} She/Her Other captured {"stringValue":""} Sahitya 1 1 0 National Institute of Technology Srinagar {"stringValue":""} 0 sahitya2703@gmail.com 1 N + +24 112 cQvXE6nQ6UVbKkblcw0WYYckjjY2 https://lh3.googleusercontent.com/a/ACg8ocIN0ejuAegQPFS_Zll0G2FlnIgi9oi7BPGaZX_7N-TX5yn-bQ=s96-c Vibe Ignitors SRIRAM {"stringValue":""} {"stringValue":""} He/Him Vignan's Institute of Information Technology captured {"stringValue":""} SEKHAR 1 1 0 {"stringValue":""} {"stringValue":""} 1 sekharsriram567@gmail.com 1 {"stringValue":""} AI-Driven Pollution Source Identification, Forecasting & Policy Dashboard for Delhi-NCR BACKGROUND; Delhi-NCR pollution is episodic and seasonal, driven by multiple overlapping factors: crop stubble burning in Punjab/Haryana, traffic congestion, industrial activity, and meteorological conditions. Current forecasting tools lack source-level granularity, citizen-level accessibility, and real-time policy feedback. DESCRIPTION; Developing a software platform (web + mobile) that provides: SOURCE IDENTIFICATION– Use satellite data (e.g., NASA MODIS, ISRO), CPCB monitors, and IoT sensors(Optional/Dummy data) to trace pollution back to its source. FORECASTING: AI/ML-driven short-term (24–72 hrs) and seasonal predictions for AQI trends. CITIZEN APP: Hyperlocal AQI with personalized health alerts, safe-route suggestions (e.g., less polluted roads for jogging/commute). POLICY DASHBOARD ; -Data visualization tools for policymakers showing: - Source contribution breakdown (e.g., stubble burning vs. traffic). - Effectiveness of interventions (odd-even policy, ban on firecrackers, construction halts). - Recommendations generated by AI for targeted interventions. SOLUTION: Providing transparent, data-driven insights for both citizens and policymakers. Helping enforce evidence-based interventions (e.g., focus on stubble burning vs. vehicular restrictions). Promote citizen engagement through personalized alerts and awareness. Mobile & Web App for citizens. Policy Dashboard with real-time analytics and AI forecasts. N + eg0P4rmizbboTW9ZPLRhRyoQfzC2 https://lh3.googleusercontent.com/a/ACg8ocLJ5bwq9HluUYnA6qfenGUpPiJ4-ZObaCkxFRkL1fJ8D37GcA=s96-c Vibe Ignitors Satvik {"stringValue":""} {"stringValue":""} He/Him Vignan's Institute of Information Technology captured {"stringValue":""} Satvik 1 1 0 {"stringValue":""} {"stringValue":""} 0 satvikyavvari2@gmail.com 1 N + tY7QV5cVebPIzVzp6hQOXnRJUFG2 https://lh3.googleusercontent.com/a/ACg8ocLC4TvjbofyU3B6NfFVycFPTOjZ-Rs74tTXUGbMO4x5Gk2sMg=s96-c Vibe Ignitors sai Reddy {"stringValue":""} {"stringValue":""} He/Him Vignan's Institute of Information Technology captured {"stringValue":""} Dheeraj 1 1 0 {"stringValue":""} {"stringValue":""} 0 reddydheerajsai@gmail.com 1 N + x3I53dgEJDOHTISWTK90ennZyVR2 https://lh3.googleusercontent.com/a/ACg8ocKQDNLxsiD0ZTEX8tModv3hCbQ9lWPmpW29XsSj00aAPsbV_mo=s96-c Vibe Ignitors Pranav {"stringValue":""} {"stringValue":""} He/Him Vignan's Institute of Information Technology captured {"stringValue":""} Pranav 1 1 0 {"stringValue":""} {"stringValue":""} 0 pranavpetla95213@gmail.com 1 N + yMvB8XQO3sbKeFCrtxIYXV9B8n73 https://lh3.googleusercontent.com/a/ACg8ocI8xPQhlyckG7Cmv8enlJetAOrKtjEmYWtBxukiJfZUGWSGg0c=s96-c Vibe Ignitors Prithvi {"stringValue":""} {"stringValue":""} He/Him Vignan Institute of Engineering Women captured {"stringValue":""} Gulipalli 1 1 0 {"stringValue":""} {"stringValue":""} 0 prithvigulipalli07216@gmail.com 1 N + zFBzgfCBFGXch9oBss6WO0pVIwJ2 https://lh3.googleusercontent.com/a/ACg8ocLPesA8uCMBFTPZRDbdElUSzcLJhyoansuorLinKjnJWOf4udr7=s96-c Vibe Ignitors Dhanunjay {"stringValue":""} {"stringValue":""} He/Him Vignan's Institute of Information Technology captured {"stringValue":""} Palleti 1 1 0 {"stringValue":""} {"stringValue":""} 0 palletidhanunjay@gmail.com 1 N + +25 113 3sG8kDWfJLbpPXjK4aAunSxTS7g2 https://lh3.googleusercontent.com/a/ACg8ocIxMdVppxVkSVazD8slkzpOJErwguZEMPqXtptfRnI2pLaVwQ=s96-c CognitoSense somanathrajuchoutipalli {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} somanathraju 1 1 0 {"stringValue":""} {"stringValue":""} 0 schoutip2@gitam.in 1 N + VzyABOW6b0fkg4XVxIHC1brerc42 https://lh3.googleusercontent.com/a/ACg8ocLTvwliaqqPjUUpPgNeX2z-aEi7saEwjZvq9cqHTBel4VgnB7g=s96-c CognitoSense saisatyasatvikbhasuru {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} saisatyasatvik 1 1 0 {"stringValue":""} {"stringValue":""} 0 sbhasuru@gitam.in 1 N + jdwMagZGctYKTXTwNk8EsbTjPZ43 https://lh3.googleusercontent.com/a/ACg8ocLTmzUmLCjkofcd7ivmbNH050dqO8CfarCIpDJUQfyX3oy2GQ=s96-c CognitoSense koradadakshayani {"stringValue":""} {"stringValue":""} She/Her Gandhi Institute of Technology and Management captured {"stringValue":""} korada 1 1 1 {"stringValue":""} {"stringValue":""} 1 kdakshay@gitam.in 1 React.js for the frontend, Node.js and Python for backend processing, TensorFlow for hesitation pattern detection, and Google Cloud with Firebase for storage and deployment. Most digital learning and productivity tools support students only after deadlines are missed or tasks are completed. However, students often struggle much earlier—when they first open an assignment and do not know how to begin. They hesitate, stay idle, or keep switching between tabs, which leads to unfinished work and loss of productivity. Current systems fail to detect these early hesitation moments and provide timely guidance. There is a need for a system that can identify early signs of hesitation and support students at the right moment, before productivity is lost. We propose an AI-based system that detects early hesitation patterns when a student starts working on a task, such as inactivity, frequent tab switching, or lack of progress. The system identifies these moments in real time and provides simple, timely guidance to help the student take the next step. By offering support before deadlines are missed, the solution helps prevent productivity loss and improves task completion. N + llR9cYEW6bWFPWTutvXyJIq4vze2 https://lh3.googleusercontent.com/a/ACg8ocJ2_NInOjWNfAs6BWXizChpKngNmabQN2R3Z95OlNTrfbRVog=s96-c CognitoSense manikantachavu {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} manikanta 1 1 0 {"stringValue":""} {"stringValue":""} 0 mchavu@gitam.in 1 N + tVw0o8OXXDerxbCfjRCD3P74uFi2 https://lh3.googleusercontent.com/a/ACg8ocJdaflKYAGa8KiMkM0fGPt_NyC5lsn8k3wvEU9xWo0rKBP_nw=s96-c CognitoSense chandramohankalisetti {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} chandramohan 1 1 0 {"stringValue":""} {"stringValue":""} 0 ckaliset2@gitam.in 1 N + +26 113 Lbqld2HPT5Ue6iNKqcZG3u8s8FO2 https://lh3.googleusercontent.com/a/ACg8ocK8ZEQ6bId4q-tmOsy3h-PY9iKvN0vWgQgviA3hxHGOVd4RGA=s96-c AURA Sidhireddi {"stringValue":""} {"stringValue":""} She/Her Gandhi Institute of Technology and Management captured {"stringValue":""} Sai Nikhitha 1 1 0 {"stringValue":""} {"stringValue":""} 0 ssidhire@gitam.in 1 N + U5ZrqAOMAARwDUOgUF3jEJiR68Q2 https://lh3.googleusercontent.com/a/ACg8ocIDMuO-7a0BT3Tm33X19M79ahzRxQ8u3Z2W7ZQH6MYldFMSFdXZ=s96-c AURA Lakeesha {"stringValue":""} {"stringValue":""} She/Her Gandhi Institute of Technology and Management captured {"stringValue":""} Baswa 1 1 0 {"stringValue":""} {"stringValue":""} 0 lbaswa@gitam.in 1 N + lIFf5rn46WVXJHEjnWmLINXlbmx2 https://lh3.googleusercontent.com/a/ACg8ocJA_XJjlqupK_yH7RLy5FeHwL4H9KtAawfgk504lV_-Umylmw=s96-c AURA Chowdary {"stringValue":""} {"stringValue":""} She/Her Gandhi Institute of Technology and Management captured {"stringValue":""} Kundana 1 1 0 {"stringValue":""} {"stringValue":""} 0 kguduru2@gitam.in 0 N + lP4xX7ivD0aqCzHqRKcp2Itiktt1 https://lh3.googleusercontent.com/a/ACg8ocKNMKNEs1J29o1LUOtEc7nnSpMm3wVCAlJfwM6-HA8lhQz2ew=s96-c AURA Matthew Nathan {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Arokya 1 1 0 {"stringValue":""} {"stringValue":""} 1 arokyamatthewnathan@gmail.com 1 Frontend: Streamlit (Python-based, rapid deployment). Backend: Python (FastAPI/Flask). AI Engine: Google Gemini 3 Pro & Flash (for reasoning & vision). Orchestration: Google AI Studio (Function Calling). Memory: ChromaDB (Vector database for long-term recall). Current AI assistants are mostly reactive chatbots. They cannot handle complex, multi-step workflows or remember long-term context. Users still have to manually coordinate tasks between different apps. There is a lack of an intelligent assistant that can leverage multimodal context (text + images) to reason through problems and automate decision-making processes efficiently. We built AURA, an intelligent agent powered by Google Gemini 3 Pro. Unlike standard bots, AURA utilizes Gemini's massive context window to remember user history and its Function Calling capabilities to structure complex plans. AURA takes a user's vague goal (e.g., "Plan my travel"), breaks it into actionable steps using Gemini's reasoning, and executes the logic. It bridges the gap between a chatbot and a true digital executive assistant. N + +27 113 8OzyWYD3ODgsbK6uXvKMFfpggqo2 https://lh3.googleusercontent.com/a/ACg8ocKhiAxEK1zuikcvUF_VAgW5j5GOQuFQLUkwTY34GeeiVCjcvKTJ=s96-c Alpha-Q_2.0 Putti {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Pallav Sai Teja 1 1 0 {"stringValue":""} {"stringValue":""} 0 pputti@gitam.in 1 N + 9XHiQGbQ4ZhrWSYKyavTbczFqUC3 https://lh3.googleusercontent.com/a/ACg8ocKMOepKQixRmvQaCnNoq-p-6_7iD0k66S4-l7T7EgbNpvhJkA=s96-c Alpha-Q_2.0 Saahi {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Rentapalli 1 1 0 {"stringValue":""} {"stringValue":""} 0 srentapa@gitam.in 1 N + N5lbZZsfr4VbkUsVHD4o2HWN4LL2 https://lh3.googleusercontent.com/a/ACg8ocLaztbGsUw_QxY21H8xCq7Y3LeoBTC3HgiWh7Zyx4lPs420YA=s96-c Alpha-Q_2.0 meghashyamtumati {"stringValue":""} {"stringValue":""} They/Them Gandhi Institute of Technology and Management captured {"stringValue":""} meghashyam 1 1 0 {"stringValue":""} {"stringValue":""} 0 mtumati@gitam.in 1 N + m5FQyDCHoUdcryuTmObH0TYSDMk1 https://lh3.googleusercontent.com/a/ACg8ocK8TtAAE1WgzFiDhsYJWuYHcqaKnXnG4v1CCbuTcu37EkHb=s96-c Alpha-Q_2.0 Vemuri {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Sai Rohit 1 1 0 {"stringValue":""} {"stringValue":""} 1 svemuri6@gitam.in 1 ( PERN STACK ) -> React & React Native – frontend frameworks for web admin and cross-platform offline exam client , Node.js & Express.js – backend for authentication, sessions, etc, Google Cloud Run – stateless server, Cloud SQL – relational database for users, admins, logins,etc, Cloud Storage – object storage for non-SQL data , Google Speech-to-Text API, Text-to-Speech API, Firebase Authentication – secure login, Vertex AI– evaluates and compares answers , API Gateway – secures and routes APIs between applications, Cloud Logging and Docker – containerizes applications for consistent deployment A large number of students are unable to take written examinations in a fair and independent way because of physical or motor disabilities. This includes not only people who are visually impaired, but also those who cannot use their hands properly due to injury, neurological conditions, or long-term physical limitations. Today, such students are forced to depend on human scribes or assistants to write their answers. This creates serious problems: loss of privacy, risk of misinterpretation, delays, uneven quality of support, and in many cases, an unfair assessment of the student’s real knowledge. Even beyond disability, traditional pen-and-paper exams are a rigid way of testing understanding. Many students are better at explaining ideas by speaking rather than writing long answers under pressure. We propose a secure, offline-first examination system that allows students to take exams using voice and simple physical controls instead of writing. It is designed for people who cannot write with their hands, visually impaired users, and anyone who prefers spoken responses. The student application can run on desktops, tablets, or mobile devices and is delivered in a containerized form with all required components included. Before the exam, it downloads questions and settings from the server, then switches into a locked exam mode and runs fully offline, allowing students to listen to questions, answer by speaking, repeat, navigate, and submit using buttons or voice commands. All responses are recorded as audio and converted into text locally, with both stored securely on the device during the exam. Once the exam is finished and internet access is restored, the complete exam data is uploaded to the backend for evaluation. The system supports two user roles: students who take exams through the client app, and administrators who use a separate interface to create exams, review answers, listen to recordings, and assign or verify marks, each through their own secure APIs and data stores. The backend runs on Google Cloud services to ensure reliability, scalability, and data security. Standard exam-proctoring and software security practices such as encrypted communication, activity logging, and controlled access are followed. By removing the need for human scribes and enabling offline, accessible, voice-based exams, the platform improves fairness, protects privacy, and simplifies exam management for institutions. N + +28 113 5vw7abmJf7ZhhTHvFkAFaKH6fja2 https://lh3.googleusercontent.com/a/ACg8ocL5plJotxPM0bJdWvaFPh_TjMg3XlPn5_VwXT3Ciyy2z91tMA=s96-c Team Aavishkaar Vijay {"stringValue":""} {"stringValue":""} He/Him GMR Institute of Technology captured {"stringValue":""} Maddila 1 1 0 {"stringValue":""} {"stringValue":""} 0 vijaymaddila2006@gmail.com 1 N + XoFkosBECuXeaz0knhS1RYuNxVE3 https://lh3.googleusercontent.com/a/ACg8ocLiyppoe2scJa00sptHLz-Pilkq6hRmHyaoVxLKkYOKEtAcWiRe=s96-c Team Aavishkaar Vasireddy {"stringValue":""} {"stringValue":""} He/Him GMR Institute of Technology captured {"stringValue":""} Tharun 1 1 0 {"stringValue":""} {"stringValue":""} 0 tharunvasireddy73@gmail.com 1 N + n7vMv5w4rjRajzzQeTFrE6YzEbr1 https://lh3.googleusercontent.com/a/ACg8ocLcuNjWJAZef9obMVVHLBS78Fg6wQNUeW1FDqWttTGjhfh2tm8=s96-c Team Aavishkaar Varshith {"stringValue":""} {"stringValue":""} He/Him GMR Institute of Technology captured {"stringValue":""} Teja 1 1 0 {"stringValue":""} {"stringValue":""} 1 varshithteja86@gmail.com 1 Flutter, Nodejs, MongoDb, Firebase, websockets, express Many college students enter B.Tech programs feeling clueless, confused, and overwhelmed due to the lack of structured guidance throughout their academic journey. Information related to placements, interview preparation, campus events, hackathons, internships, projects, and mentorship is scattered across multiple platforms such as WhatsApp groups, emails, notice boards, and social media. This fragmentation results in missed opportunities, poor decision-making, ineffective preparation for placements, and increased stress among students who already struggle to balance academics and career planning. UniSync is a unified, AI-powered platform designed to guide college students through their academic and career journey from day one. It centralizes campus activities like events, hackathons, internships, and peer collaboration, while also offering career-focused tools such as AI-powered mock interviews, structured placement roadmaps, project guidance, mentorship access, and resume evaluation. By bringing everything into a single, mode-based platform, UniSync reduces confusion, improves focus, and helps students make informed decisions at the right time. N + +29 113 AXpLXM2th1QAI9k5Ys0DUMC5oqI3 https://lh3.googleusercontent.com/a/ACg8ocIRGEfCipsTx18PZ0Kj1gmwjGRHFGVGant7bcKM0nXjLvdYJQ=s96-c XCoders MANASWINI 2024095616 {"stringValue":""} {"stringValue":""} She/Her Gandhi Institute of Technology and Management captured {"stringValue":""} BONAGIRI 1 1 0 {"stringValue":""} {"stringValue":""} 0 mbonagir@student.gitam.edu 1 N + FvLaXzcHRLNUzDwcRocijeFRtxo1 https://lh3.googleusercontent.com/a/ACg8ocLJbsdCADdyaX7oNiHrc0fzIkn2teVEuYeKUVbwSeXAQVRJyg=s96-c XCoders Mansoor {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Naumaan 1 1 0 {"stringValue":""} {"stringValue":""} 0 nmansoor@student.gitam.edu 1 N + VBbe1rOvjRg6X4TFOPedEQgwo472 https://lh3.googleusercontent.com/a/ACg8ocK8bDLpBfVuHJ7rr94L92gS3ePZbMg02H8js--g5y3klnH7WA=s96-c XCoders Balabhadruni 2024142786 {"stringValue":""} {"stringValue":""} She/Her Gandhi Institute of Technology and Management captured {"stringValue":""} Swathi 1 1 0 {"stringValue":""} {"stringValue":""} 0 sbalabha@student.gitam.edu 1 N + isqCqKTMIiSFWOXSrcOY1zyb8BM2 https://lh3.googleusercontent.com/a/ACg8ocJe3QVn-lumqNMn2JYdSjJR015nWqCg3X2g47UQmeCiO3OZ=s96-c XCoders Akram Syed {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Wasim 1 1 0 {"stringValue":""} {"stringValue":""} 0 wsyed@student.gitam.edu 1 N + nJFkPL19YqXkxakOlLSonpOezFy1 https://lh3.googleusercontent.com/a/ACg8ocJv9yfpQMMgFnZtyFVwJ8Qan83OUi_urpbQm56NRrjKwmsIVwc=s96-c XCoders BABA FAKRUDDIN 2024182949 {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} SHAIK 1 1 0 {"stringValue":""} {"stringValue":""} 1 fshaik8@student.gitam.edu 1 Frontend: React Backend: Node.js Database: MongoDB APIs: Meta Graph API, WhatsApp Cloud API Authentication: OAuth Hosting: Firebase Businesses advertise on multiple social media platforms. Customer messages and leads come from different apps, making it difficult for business owners to track, respond, and manage everything efficiently. This results in missed messages, lost leads, and poor customer engagement. A single unified platform that collects all customer messages and leads from different social media platforms into one dashboard. Business owners can view, respond, and track all interactions in one place, improving response time and customer conversion. N + +30 113 GeMYB32IcChc18Oi4jj7Vx6f2D43 https://lh3.googleusercontent.com/a/ACg8ocK3KDsxqZTEXLOJpNvJ3PMt6XNlMNJNf3Rp6AMu6WjzvYhI0g=s96-c The competetors Merthipati {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Gouthamh 1 1 0 {"stringValue":""} {"stringValue":""} 0 gmerthip@student.gitam.edu 1 N + XBfrCCPZsIM4J7gaZFTHUeTzEUH2 https://lh3.googleusercontent.com/a/ACg8ocJ1O_x14kKXhVnnnXOwhp549sUJBrSR3m3K5NRQBmgibIp38A=s96-c The competetors Reddy Sadi {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Sathish 1 1 0 {"stringValue":""} {"stringValue":""} 0 ssadi@student.gitam.edu 1 N + pkRIepEfLOOypLzcZky0xlnpd6j1 https://lh3.googleusercontent.com/a/ACg8ocJxQ0EhbSUs22RTTweryF9P2Uwd0CyLBlX2uUJeaGkKRnMvKa8=s96-c The competetors K {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Charanjeet 1 1 0 {"stringValue":""} {"stringValue":""} 1 charan93117@gmail.com 1 Programming Language: Python Core Concepts: Functions, loops, conditional statements, file handling Libraries: speech_recognition – for voice input pyttsx3 – for text-to-speech feedback datetime – for scheduling and tracking tasks os – for file and system operations Platform: Command Line Interface (CLI) Students often struggle to plan and manage their studies effectively due to busy academic schedules, mental fatigue, and lack of consistency. Existing study planner applications require constant manual input, frequent typing, and complex interfaces, which discourages regular use—especially during stressful exam periods. As a result, students waste valuable time planning instead of studying, fail to adapt their schedules when plans change, and gradually lose motivation. There is a need for a simple, natural, and time-efficient study planning system that reduces friction and helps students maintain consistent study habits without increasing cognitive load. The proposed solution is an AI Voice-Controlled Study Planner that allows students to create, update, and manage their study schedules using simple voice commands. Instead of manually typing tasks, students can speak naturally to add subjects, set study durations, reschedule tasks, and track daily progress. The system converts voice input into structured study plans, provides instant feedback, and adapts schedules when plans change. By offering a hands-free, conversational interface through a Command Line Interface (CLI), the solution minimizes effort, saves time, and encourages consistent study behavior. The focus is on simplicity, accessibility, and productivity, making study planning stress-free and intuitive. N + +31 113 HbLtOR5WTAgH7ZzPgcge4qx0ifR2 https://lh3.googleusercontent.com/a/ACg8ocIeqTeCkWz1iObtCj_oFju5qy_EoWxOMxvtpSgzYmaiMJwMlSim=s96-c TECHNOMADS Dakkata {"stringValue":""} {"stringValue":""} He/Him Other captured {"stringValue":""} Gani 1 1 0 Avanthi institute of engineering and technology {"stringValue":""} 0 ganidakkata@gmail.com 1 N + MvCDm7WVHkc2uP7MPuggtqxuMHJ2 https://lh3.googleusercontent.com/a/ACg8ocKRLBF2IjZxjiMRXLvM15tq4RTjjw1sX8bKwdu7VYSCnVA1Xg=s96-c TECHNOMADS Poldasu {"stringValue":""} {"stringValue":""} He/Him Other captured {"stringValue":""} Siddardha 1 1 0 Avanthi institute of engineering and technology {"stringValue":""} 0 siddardhapoldasu@gmail.com 1 N + cyElrG3kppfnuDByNcCHr80oF153 https://lh3.googleusercontent.com/a/ACg8ocLDlHd2gRI5_WWhrEbAKg5vMa7kDqq7mMTfs4ZZookM5swv-w_K=s96-c TECHNOMADS Kumar {"stringValue":""} {"stringValue":""} He/Him Other captured {"stringValue":""} Rajeev 1 1 0 Avanti engineering college {"stringValue":""} 0 rajeevgaming48@gmail.com 1 N + m0yIEcQ01jNZORKLYWXc6miRwuX2 https://lh3.googleusercontent.com/a/ACg8ocK6GwjBe5yk5W6YnCzD_ggeDZhoB948hfDpHus8f7C1KTUPmw4=s96-c TECHNOMADS SIVARATHRI {"stringValue":""} {"stringValue":""} He/Him Other captured {"stringValue":""} LOKESH 1 1 0 Avanthi institute of engineering & technology {"stringValue":""} 0 lokeshsivarathri@gmail.com 1 N + pxD9meyRnrS3yz7EMlOO7yIbSh73 https://lh3.googleusercontent.com/a/ACg8ocL6HMrTa_oiEoOyi2dAui9ONFS1zvzu_DPR0_ZZtBudN86PJA=s96-c TECHNOMADS KAMESWARI {"stringValue":""} {"stringValue":""} She/Her Other captured {"stringValue":""} Ruthala N V S 1 1 1 Avanthi Institute of Engineering and technology makavarapalem {"stringValue":""} 1 manasaruthala5@gmail.com 1 ⚙️ Tech Stack 🖥 Frontend React.js / Next.js – Web UI Tailwind CSS – Clean, calming UI Chart.js / Recharts – Mood analytics visualization 📱 (Optional) Mobile App Flutter / React Native 🔙 Backend Python (FastAPI / Flask) – API services Node.js (optional) – Real-time chat handling 🤖 AI / ML OpenAI API / Gemini API – Conversational AI Hugging Face Transformers – Sentiment & emotion detection spaCy / NLTK – NLP processing 🧠 Machine Learning Models Sentiment Analysis Model Emotion Classification Model Risk Detection Model (rule-based + ML) AI-powered Mental Health Copilot Mental health support is often inaccessible, expensive, and stigmatized. Many individuals hesitate to seek help or lack immediate access to trained professionals. Existing digital tools are either too generic or fail to provide personalized, real-time emotional support. AI-powered Mental Health Copilot is a 24/7 intelligent assistant that provides empathetic conversations, mood tracking, stress analysis, and early mental health support using AI and data-driven insights. It does not replace therapists, but acts as a first-line support system to guide users toward better mental well-being. 1️⃣ Conversational Emotional Support AI chatbot trained to respond with empathetic, non-judgmental language Users can freely talk about stress, anxiety, loneliness, burnout, etc. Context-aware conversations using NLP and sentiment analysis 2️⃣ Mood & Emotion Tracking Daily mood check-ins (happy, neutral, stressed, anxious, sad) Emotion detection from user text using sentiment analysis Visual mood trends over time (weekly/monthly insights) 3️⃣ Stress & Anxiety Detection AI detects early warning signs such as: Negative thought patterns Sudden mood changes Prolonged stress indicators Generates personalized coping suggestions 4️⃣ Personalized Coping Strategies Guided breathing exercises Short mindfulness sessions Positive affirmations Journaling prompts Sleep & focus tips 5️⃣ Crisis Awareness & Support Detects high-risk messages (self-harm, extreme distress) Immediately provides: Emergency helpline numbers Encouragement to contact trusted people Safety-first AI behavior (ethical AI usage) 6️⃣ Privacy & Data Security No public sharing of personal data End-to-end encrypted user chats Optional anonymous usage. N + +32 113 HgnLlcVV4ubGvnqzRplO5qxU2pl2 https://lh3.googleusercontent.com/a/ACg8ocKiM5iG3m2K4oFjkXaBZiFKBU1-4HlQbpRX9j5auCrld9Wj1FLE=s96-c Team Retro Varshith {"stringValue":""} {"stringValue":""} He/Him Other captured {"stringValue":""} Sai 1 1 0 Gayatri Vidya Parishad College for Degree and PG Courses {"stringValue":""} 0 alonewalker07827@gmail.com 1 N + NfpzjcmxNrQ6bd8I2A3D2u1rIqt2 https://lh3.googleusercontent.com/a/ACg8ocLhXHEBRsGOE6XRO-D7G9PNy58xFNN4QPTp-PzTgoVzEPVCYZeX=s96-c Team Retro siva sai {"stringValue":""} {"stringValue":""} He/Him Gayatri Vidya Parishad College of Engineering captured {"stringValue":""} tarun 1 1 0 {"stringValue":""} {"stringValue":""} 0 tarunsivasai03@gmail.com 1 N + s4c1tNztTGfvCoMO7PHUxugqpME2 https://lh3.googleusercontent.com/a/ACg8ocJNbK02GaBxOteQ9DJZxCRx9PuJ5ISq_dfDDVI3imfrpkMM7is=s96-c Team Retro Gunnu {"stringValue":""} {"stringValue":""} He/Him Other captured {"stringValue":""} Ravindra Babu 1 1 0 Gayatri Vidya Parishad College for Degree and Pg Courses (A) {"stringValue":""} 0 gunnuravindra04@gmail.com 1 N + sTRwlUGZtcNdR1liDubX5F3xpZT2 https://lh3.googleusercontent.com/a/ACg8ocJ2oNEcnFGbTFweVKTcDZP5YIBzUq_FZzhjvUIFntR22KNMfZWm=s96-c Team Retro Pati {"stringValue":""} {"stringValue":""} He/Him Other captured {"stringValue":""} Chaitanya 1 1 0 Gayatri Vidya Parishad College of Degree and PG Courses {"stringValue":""} 1 patibhanuchaitanya@gmail.com 1 {"stringValue":""} There are many diseases that are not diagnosed until after symptom onset, and many diseases were diagnosed many years after their inception; however, as a result of complex datasets containing enormous amounts of data, including biomarkers, diagnosis of rare diseases, and distress to the patient (specifically those who cannot communicate their needs due to injury or critically ill status), they will frequently go undetected. The healthcare system is generating vast amounts of medical-related information every day. Examples of generated data include the patient's vital sign level monitoring and interpretation (i.e., ECGs, EEGs, etc.), their movement patterns (e.g., gait analysis), the patient's facial expression (facial cues), clinician-supplied clinical notes from doctors, and the patient's long-term health record (i.e., the patient history database). Currently, no system exists to scan the clinical record to identify emerging medical issues. Most diseases will present with very minimal biological change in the first stage of development, meaning they cannot be identified by a normal physician's examination alone. This is particularly true of rare diseases that can mimic the signs and symptoms of a common disease. Patients suffering from such misdiagnoses will have prolonged suffering due to repeated misdiagnoses and mismanagement of their health condition. This issue is compounded where the patient has no ability to verbally communicate their pain or distress, such as a patient located in an ICU, infant, elderly patient or a patient experiencing neurological impairment. Physicians will often need to rely on detecting delayed or incomplete signs of pain or distress after the patient's medical symptoms have worsened, or complications of illness and/or injury have materialized. There is currently no existing system available to continuously build on a comprehensive long-term patient data set to find hidden signatures of potential diseases and correlate obscure combinations of signs and/or symptoms. N + yWmTkSDdgwMJ7mNGqNwmm68C8a73 https://lh3.googleusercontent.com/a/ACg8ocIK_2X-nlzIHsdq-IG49UvosZ7N3Vk2dV1_tlmjWwcRiO3VgqBb=s96-c Team Retro Manohar {"stringValue":""} {"stringValue":""} He/Him Other captured {"stringValue":""} Sripati Sri Krishna 1 1 0 Gayatri Vidya parishad college for degree and pg courses(A) {"stringValue":""} 0 manoharsripati6@gmail.com 1 N + +33 113 OYNEmeDeTzb0WkU47lj0aqTl3Cb2 https://lh3.googleusercontent.com/a/ACg8ocLmyQnXezjpjOukc_bp-mZUvbTp2khdF_qlBZByI2GcxUxCw0E_=s96-c THE SAGES R. {"stringValue":""} {"stringValue":""} He/Him Other captured {"stringValue":""} DEENESH 1 1 0 Lendi institute of technology {"stringValue":""} 0 bhagyalakshmirittapalli@gmail.com 1 N + S2umecK1WKX9duPlIwml7EgPTl32 https://lh3.googleusercontent.com/a/ACg8ocKq4TxuJOUc2zenx27xtTUtx-qlidxbmWZVAnO6CI5cJtzgQw=s96-c THE SAGES Shaik {"stringValue":""} {"stringValue":""} He/Him Other captured {"stringValue":""} Rihan 1 1 0 Lendi institute of technology {"stringValue":""} 0 shaikrihan020@gmail.com 1 N + nU19uex6KxcjhDdfdWFqR67qTCB3 https://lh3.googleusercontent.com/a/ACg8ocJ_LIZSdMKCPEcsax8VI1OpiagoREUOPoe5cKClbhxNwiCibQ=s96-c THE SAGES pavan {"stringValue":""} {"stringValue":""} He/Him Other captured {"stringValue":""} tangeti 1 1 0 Lendi Institute of technology {"stringValue":""} 0 tangetipavan17@gmail.com 1 N + uSgp7IUr1gc47G76FeOcaicgWNf2 https://lh3.googleusercontent.com/a/ACg8ocIJZacy1LCXkPt1sWkf92GafDgSZIgvUYm4SMZRSIbUDRXAaCS4=s96-c THE SAGES shaik {"stringValue":""} {"stringValue":""} He/Him Other captured {"stringValue":""} nihan 1 1 0 Lendi institute of technology {"stringValue":""} 1 shaiknihan20@gmail.com 1 🧩 Technology Stack 🌐 Frontend (Client Side) HTML5 – Structure of web pages CSS3 – Styling and layout JavaScript (ES6) – Interactivity and dynamic behavior React.js – Component-based UI for blogs, polls, comments, and chatbot Tailwind CSS / Bootstrap – Responsive and clean design ⚙️ Backend (Server Side) Node.js – Server runtime environment Express.js – Backend framework for RESTful APIs JWT (JSON Web Tokens) – User authentication and security 🗄️ Database MongoDB – Stores blogs, poll data, feedback, suggestions, and comments MongoDB Atlas – Cloud-based database hosting 🤖 AI Chatbot OpenAI API (GPT-based model) – Natural language conversation Express API Integration – Connects frontend chatbot UI with AI service ☁️ Hosting & Deployment Vercel / Netlify – Frontend hosting Render / Railway – Backend hosting MongoDB Atlas – Database hosting 🛠️ Development Tools VS Code – Code editor Git & GitHub – Version control Postman – API testing Existing blog websites lack user engagement and interaction features such as polls, feedback, suggestions, and comments. This makes it difficult to understand user needs and improve content quality. Hence, an interactive blog platform integrated with polls, feedback, comments, and an AI chatbot is required to enhance user participation and decision-making. So The proposed solution is an interactive blog platform that integrates blogs, polls, feedback, suggestions, comments, and an AI chatbot. It enables active user participation, real-time interaction, and continuous improvement through user-driven insights. N + +34 113 SmPFdSFEEKfmxR1ZbEpB87M9iEi1 https://lh3.googleusercontent.com/a/ACg8ocKR7MS2RMDpjPVZDoJ9Vg33kUiaVIpyNUhE2LHKpN8CHRl_Cw=s96-c KaBOOM Somala {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Goutham 1 1 0 {"stringValue":""} {"stringValue":""} 0 gouthamsomala7@gmail.com 1 N + ccfULSx3wSN1jyxeieNZJNAa96g2 https://lh3.googleusercontent.com/a/ACg8ocJi0A5hip94KVh15_3IjzF23mfP3x_1WN60keaatW4gXSXynQ=s96-c KaBOOM Sai Varun {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Ravuri 1 1 0 {"stringValue":""} {"stringValue":""} 0 ravurisaivarun64@gmail.com 1 N + faICKQ7PiTQO9xnjEbaYIizY16g1 https://lh3.googleusercontent.com/a/ACg8ocJo0tZQtBjFnm-vSqOQke6CamqWgojw3oryFfEqS79rPg79FTwt=s96-c KaBOOM Satyavardhan {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Satyavardhan 1 1 0 {"stringValue":""} {"stringValue":""} 0 satyavardhangudla2006@gmail.com 1 N + ffRA7tIanIOxeJUwtejrTBDW43o1 https://lh3.googleusercontent.com/a/ACg8ocIJOKf2MphX54MVK_qGxgPbulJjiFKdq-N4tzTfNqRfZEIms-JV=s96-c KaBOOM Pasagadugula {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Yagneswar 1 1 0 {"stringValue":""} {"stringValue":""} 0 yagneshwar2005@gmail.com 1 N + vMX9Gd8btQf2zA7p2HV775fawRx2 https://lh3.googleusercontent.com/a/ACg8ocKOjCVJf32pa-WRxhFN0e1Ersx0Vh_Bqodj5Bn4r9JAgZoQC7aF=s96-c KaBOOM Vasa {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Prateek 1 1 0 {"stringValue":""} {"stringValue":""} 1 prateekvsk17@gmail.com 1 React/Next.js, Tailwind CSS, Node.js/Express, MongoDB/PostgreSQL, Python (Flask) for analytics, deployed on Vercel & Render/MongoDB Atlas. Organizations face rapidly evolving cyber attacks but lack real-time visibility to understand global threat activity and assess how potential attacks could impact their systems, leading to weak preparedness and increased security risk. DarkTrace Lite is a web-based cyber intelligence platform that visualizes real-time global cyber threats, simulates attack scenarios, analyzes impact, and provides actionable risk insights and defense recommendations to help organizations stay proactive and secure. N + +35 113 4gulAL0tY2OfJbYQMD3bAPXNWl03 https://lh3.googleusercontent.com/a/ACg8ocKc1cyEY-_b3PvnawGe09rpcw9i_yqBMG3y_RnBb-mtRBz3jTk=s96-c SPIRIT Tatineni {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Vamsikrishna 1 1 0 {"stringValue":""} {"stringValue":""} 0 vtatinen@student.gitam.edu 1 N + cInO47RKuBWXC3VGsX2LJhCmVJF3 https://lh3.googleusercontent.com/a/ACg8ocJ_vbd4xIP8e8GorVUGfL5p9b_fELCe2zYEWYFCD1Rktguskg=s96-c SPIRIT Doddapaneni {"stringValue":""} {"stringValue":""} She/Her Gandhi Institute of Technology and Management captured {"stringValue":""} Siri Poojitha 1 1 0 {"stringValue":""} {"stringValue":""} 0 sdoddapa@student.gitam.edu 0 N + ktkgBrukfvMnjfHVLFFD3xcCQqY2 https://lh3.googleusercontent.com/a/ACg8ocK7fEt-a6vuRGvH4iuUrmLN3oGxhdeErXpsKCjiT-XJ6Sedgw=s96-c SPIRIT Agastya 2024028387 {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} yedida 1 1 0 {"stringValue":""} {"stringValue":""} 0 ayedida@student.gitam.edu 1 N + psoblng120SA9d3pbPvMmWFvLAU2 https://lh3.googleusercontent.com/a/ACg8ocKIpnXeXzBXSH6IrPBk1sxk4AE-VANsR4aPROLvlnFzaaf-pw=s96-c SPIRIT RUSHVIKA 2024059805 {"stringValue":""} {"stringValue":""} She/Her Gandhi Institute of Technology and Management captured {"stringValue":""} DANDI 1 1 0 {"stringValue":""} {"stringValue":""} 0 rdandi@student.gitam.edu 0 N + vVM6yfuvIoYncJrKlWrFNlS1m733 https://lh3.googleusercontent.com/a/ACg8ocKMZHl_MxjX6J9s1sj0qcjlT47Dib5_-zOYrsV_-TcuRDnePg=s96-c SPIRIT Kosuru {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Bhanu Teja Kalyan 1 1 0 {"stringValue":""} {"stringValue":""} 1 kalyankbt23@gmail.com 1 {"stringValue":""} AI conversations are limited by session caps and usage limits, especially on free tiers, often cutting users off mid-work and causing loss of context. Switching between AI models makes this worse, as each model operates in isolation with no shared memory. There is no reliable way to compress and transfer an entire conversation—while preserving reasoning and progress—into another AI within prompt limits. This breaks continuity and reduces AI’s effectiveness as a long-term thinking partner. AI Context Compressor: Seamless cross-AI continuity tool. Paste any chat history; intelligently extracts goals, decisions, code, preferences, and unresolved issues. Delivers structured, high-fidelity compressed prompt (80%+ reduction) tailored for target models (Claude, GPT, Gemini). Enables instant, flawless project resumption—zero context loss. N + +36 113 KSRSNO7PJbWK33uVGF3BhiLrmm82 https://lh3.googleusercontent.com/a/ACg8ocK8dIDKhNN0LduRMYpgqedizrdC8HlHXfroebDf8dgBm0Uoymnx=s96-c Tech chasing Thawsif {"stringValue":""} {"stringValue":""} He/Him Vignan's Institute of Information Technology captured {"stringValue":""} Thawsif 1 1 0 {"stringValue":""} {"stringValue":""} 0 thawsif143@gmail.com 1 N + ctCRQlOnFaf3GW84MlF2vFO6L8g1 https://lh3.googleusercontent.com/a/ACg8ocKFXzIKUK9oebAodsQCyq-lOltH7eB0u0ZO4nTT5N51gJRz2Q=s96-c Tech chasing Sai Satya Chakradhar Sudha {"stringValue":""} {"stringValue":""} They/Them Gandhi Institute of Technology and Management captured {"stringValue":""} Sri 1 1 0 {"stringValue":""} {"stringValue":""} 0 ssudha1@student.gitam.edu 1 N + fneAnlaHYwd1f1a60IXfNmOUDip1 https://lh3.googleusercontent.com/a/ACg8ocK3As24O5jdrCZx7Davu7vFZpZqRPB1PmOI74VFAPM_qUH7vg=s96-c Tech chasing Sastry {"stringValue":""} {"stringValue":""} They/Them Gandhi Institute of Technology and Management captured {"stringValue":""} P.Ajay Bharadwaj 1 1 0 {"stringValue":""} {"stringValue":""} 0 apanchag@student.gitam.edu 1 N + upjv16tAl5WQHOCHfm20KmqiRaL2 https://lh3.googleusercontent.com/a/ACg8ocKjEChxoaS8-up3EpZHYlQBITq2g7GhTzsxtxUc6_qRFrJJoA=s96-c Tech chasing Gowthami {"stringValue":""} {"stringValue":""} She/Her Vignan's Institute of Information Technology captured {"stringValue":""} Gowthami 1 1 0 {"stringValue":""} {"stringValue":""} 0 g80421320@gmail.com 1 N + vwiOgN6K6fbnpSSYEqVBEdSRZo43 https://lh3.googleusercontent.com/a/ACg8ocI2MFXcTUFeE9IipEv_kWA94JTvuELCw37aIqwdf39Qn1umEg=s96-c Tech chasing SURYA AKHIL {"stringValue":""} {"stringValue":""} They/Them Gandhi Institute of Technology and Management captured {"stringValue":""} M. 1 1 0 {"stringValue":""} {"stringValue":""} 1 smirthip@student.gitam.edu 1 {"stringValue":""} Smart Parking Management System Finding a parking spot wastes time and creates traffic. How can we let people see which spaces are free right now and guide them there? {"stringValue":""} N + +37 118 1Mao59mPycMECF11QmHWw6ncgMa2 https://lh3.googleusercontent.com/a/ACg8ocKdTDdp32z_vilj2KRmTtSDXvFRqkUSRjqjajEHd8ZSmr0C7FY=s96-c Codex ram {"stringValue":""} {"stringValue":""} He/Him Other captured {"stringValue":""} Soddala Harshavardhan 1 1 0 Godavari global University {"stringValue":""} 0 sharshavardhanram518@gmail.com 1 N + 8zww7ULZF3NMOVfp0FIcWaiJ2sz2 https://lh3.googleusercontent.com/a/ACg8ocKQ9fMdlOg-Yf15kTNt2ojB36c1XaaYQPcs9Ca2Xr7YpPwu6w=s96-c Codex Saiteja {"stringValue":""} {"stringValue":""} He/Him Other captured {"stringValue":""} Vudathu 1 1 0 Godavari global University {"stringValue":""} 0 saitejavudathu@gmail.com 0 N + BizwwIHOOsaRP6Xpmk6rj5e3cU42 https://lh3.googleusercontent.com/a/ACg8ocIbf6Az4J0S3eglOk00_S0oQV88uJZz8ILRWmhe9Q-5pCHWTc4=s96-c Codex Valluru {"stringValue":""} {"stringValue":""} He/Him Other captured {"stringValue":""} Dinesh 1 1 0 Godavari global University {"stringValue":""} 0 vallurudineshnayadu@gmail.com 1 N + sjXSvTbGwkdaAwTVMv6EiUDSeqK2 https://lh3.googleusercontent.com/a/ACg8ocJIT5wMOfxmCqyFK3xKe0QkFJt2OrwHylbsIru0Jri9WTPjOGNN=s96-c Codex Bommaraju {"stringValue":""} {"stringValue":""} He/Him Other captured {"stringValue":""} Krishna 1 1 0 Godavari Global University {"stringValue":""} 0 krishnabommaraju05@gmail.com 1 N + wXAkQ1yWrJTLuqBt3QXwjgIOhuV2 https://lh3.googleusercontent.com/a/ACg8ocKTJ4eWd4w8eOkzSMpzrkoaSe0iv0z-jF0g7X-7BeClay8blA=s96-c Codex Sunkara {"stringValue":""} {"stringValue":""} She/Her Other captured {"stringValue":""} Leela 1 1 1 Godavari Global University {"stringValue":""} 1 sunkaraleela43@gmail.com 1 AI/ML: For sentiment analysis and mood tracking suggestions Mobile App: To provide a user-friendly platform for self-care and consultations Natural Language Processing: To analyze users’ text and detect mental health trends Backend: Flask/Django for Python, or Node.js Frontend: React Native (cross-platform mobile app) Database: Firebase or MongoDB Mental health issues are often under-addressed, especially among teenagers and young adults. A platform providing real-time, anonymous support can make a difference. Develop an app that provides mental health resources, offers a safe space for users to track their moods, and uses AI to suggest helpful articles or connect users with mental health professionals for anonymous consultations N + +38 118 2bS8zNddF1acZAnheC5ztLo1PdS2 https://lh3.googleusercontent.com/a/ACg8ocLZVxviACehjHivwCaOZxOjj-4PoSywsbi718rWra6N_CP2Xg=s96-c Mouryas bhanu prakash 2024075421 {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Sivala 1 1 0 {"stringValue":""} {"stringValue":""} 0 bsivala@student.gitam.edu 1 N + LM20DsLxjeZXGmHJJ60JZFPzppz2 https://lh3.googleusercontent.com/a/ACg8ocKM856LGd_Wq9SY_QocU92Q1_b7JuEDIkVeT9dQzi__gKVQKg=s96-c Mouryas raj {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Aman 1 1 0 {"stringValue":""} {"stringValue":""} 0 amanraj310305@gmail.com 1 N + wtdx90J9wsSNJ9Z7M1RZW65UA353 https://lh3.googleusercontent.com/a/ACg8ocJVSb8bNksbXFnSBSXL3VJhen9Uj6WlAQwQHHIjzKun_C24JQ=s96-c Mouryas Tiwari {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Aditya 1 1 0 {"stringValue":""} {"stringValue":""} 0 atiwari4@gitam.in 1 N + xioqjwylDlM0bQhQaNQn3afdAIc2 https://lh3.googleusercontent.com/a/ACg8ocJ5Jnh9VAOS9asyqPvKXDsj4qIVenG3iHRkMfd_4C2moKD1vw=s96-c Mouryas Swamy {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} pithani 1 1 0 {"stringValue":""} {"stringValue":""} 1 spithani2@student.gitam.edu 1 {"stringValue":""} Farmers often face difficulties in selecting suitable crops due to lack of accurate information about soil nutrients, soil health, and local climatic conditions. Many small and marginal farmers do not have access to soil testing facilities and rely on traditional knowledge, which may not always result in optimal crop yield. Additionally, farmers frequently encounter crop diseases and pests but lack timely expert guidance to identify these problems and apply appropriate treatments. Another major challenge is the communication gap between farmers and agricultural experts, especially for farmers who are not literate or are comfortable only in their local language. Existing agricultural platforms are mostly text-based, limited in regional language support, and do not provide real-time, personalized assistance. Therefore, there is a need for an intelligent, user-friendly system that can recommend suitable crops based on soil nutrients and district-wise environmental data, assist farmers in identifying crop diseases using images, and provide solutions through a conversational interface in local languages using both text and voice. Proposed Solution This project aims to develop an AI-based Crop Recommendation and Farmer Assistance System that: Recommends suitable crops based on soil nutrient content or district-wise data for farmers who are unaware of their soil composition. Predicts possible crop diseases from uploaded crop images and suggests appropriate preventive and corrective measures. Provides a multilingual AI chatbot that answers farmer queries in local languages using both text and audio. Helps farmers make informed decisions, reduce crop loss, and improve agricultural productivity. N + +39 118 J0tponmNtuQHWI0PgiMuD0SkBuw1 https://lh3.googleusercontent.com/a/ACg8ocJUsYyQZl98ac_lA10pZwwAcKI2vgf2fyNSvMt6SMMfcvo6gQ=s96-c Team Spirit Sai Jasmita Sri 2024036550 {"stringValue":""} {"stringValue":""} She/Her Gandhi Institute of Technology and Management captured {"stringValue":""} Puppala 1 1 0 {"stringValue":""} {"stringValue":""} 0 spuppala2@student.gitam.edu 1 N + Xm3DmuCGGRPpso99gRQ0E69HTdU2 https://lh3.googleusercontent.com/a/ACg8ocKhXyJ1dDwBaRpSSFKBfkuv8-_dU9gY6-nwKRD2MUXgCQgPLg=s96-c Team Spirit Anand Naidu {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Harshith 1 1 0 {"stringValue":""} {"stringValue":""} 0 hbandi@student.gitam.edu 1 {"stringValue":""} Content creators and entrepreneurs struggle to grow their social media presence because they face three practical barriers: (1) limited time—they're juggling business operations, client work, and education alongside content creation; (2) lack of expertise—they don't know how to develop a content strategy or optimize for different platforms; and (3) tight budgets—they can't afford professional tools, designers, or marketing support. Without these resources, consistent, high-quality content becomes impossible. As a result, growth stalls unless creators have unlimited time or money to invest. This forces many to accept slow growth or give up entirely. Creator Toolkit(CTK AI) is an AI-powered platform that gives entrepreneurs and content creators instant access to professional marketing expertise without paying for expensive agencies. It combines five core features: real-time strategy conversations tailored to your business, AI-powered content creation for social media, data insights showing what content performs best, smart scheduling recommendations for optimal posting times, and audience targeting advice across Instagram, TikTok, LinkedIn, and other platforms. Beyond just scheduling, Creator Toolkit acts as a smart mentor by combining content planning, trend discovery, caption optimization, and collaboration matching into one simple interface. It solves three critical problems: creators stay consistent through intelligent planning, they understand why content works or fails through clear performance feedback. By combining strategic guidance with operational efficiency, Creator Toolkit helps early-stage creators grow sustainably and compete effectively without needing a full marketing team or feeling overwhelmed N + aKjV748UbpggsCi3vxmv3ZCVHqr1 https://lh3.googleusercontent.com/a/ACg8ocKSxYAbp3ZswmrCpom55thpoQCeA80EnNsJoUnx_y8Vtu6ELA=s96-c Team Spirit SAI BANDARU {"stringValue":""} {"stringValue":""} He/Him Andhra University College of Engineering captured {"stringValue":""} JASWANTH 1 1 0 {"stringValue":""} {"stringValue":""} 0 jaswanthbusiness152@gmail.com 1 N + xqKvsE4UslQFgFZeWokN8ZKmPmG3 https://lh3.googleusercontent.com/a/ACg8ocJ9-6pgokpnffg_Sf05aV_sxaUeo2bGbHYYqyIfBS8z0eQbGw=s96-c Team Spirit Gantala {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Ramtej 1 1 0 {"stringValue":""} {"stringValue":""} 1 rgantala@student.gitam.edu 1 {"stringValue":""} Content creators and entrepreneurs struggle to grow their social media presence because they face three practical barriers: (1) limited time-they're juggling business operations, client work, and education alongside content creation; (2) lack of expertise they don't know how to develop a content strategy or optimize for different platforms; and (3) tight budgets-they can't afford professional tools, designers, or marketing support. Without these resources, consistent, high-quality content becomes impossible. As a result, growth stalls unless creators have unlimited time or money to invest. This forces many to accept slow growth or give up entirely. Creator Toolkit(CK Al) is an Al-powered platform that gives entrepreneurs and content creators instant access to professional marketing expertise without paying for expensive agencies. It combines five core features: real-time strategy conversations tailored to your business, Al-powered content creation for social media, data insights showing what content performs best, smart scheduling recommendations for optimal posting times, and audience targeting advice across Instagram, TikTok, Linkedin, and other platforms. Beyond just scheduling, Creator Toolkit acts as a smart mentor by combining content planning, trend discovery, caption optimization, and collaboration matching into one simple interface. It solves three critical problems: creators stay consistent through intelligent planning, they understand why content works or fails through clear performance feedback. By combining strategic guidance with operational efficiency, Creator Toolkit helps early-stage creators grow sustainably and compete effectively without needing a full marketing team or feeling overwhelmed N + +40 118 03OOIAvnVnfxZdb3ZRFmYtcodyt2 https://lh3.googleusercontent.com/a/ACg8ocLv9YcFn-6ODqMhfC1B5sdMz7tbLTUQaLTBHMK3lDv9b0CkEQ=s96-c Airdevs Subbaraju Danthuluri {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Viswanadha 1 1 0 {"stringValue":""} {"stringValue":""} 0 rishidanthuluri@gmail.com 0 N + 95B87tArcnNPv7HV74xqInMhqe52 https://lh3.googleusercontent.com/a/ACg8ocIFzQ_wbc3JwW7qNGLwGbilugIwYYntiWwFtNEddwg-cIndvA=s96-c Airdevs Gopathrudu {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Ruttala 1 1 0 {"stringValue":""} {"stringValue":""} 0 rgopathr@student.gitam.edu 1 N + BxqnbzY7zuMHm072l8lP2kJsW1J2 https://lh3.googleusercontent.com/a/ACg8ocIgeTKUlhJgYINWUwPRlN9SBmcdSEPy_ecPhXt8T8J8VvvGvRs=s96-c Airdevs Pusarla {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Vishnu vardhan 1 1 0 {"stringValue":""} {"stringValue":""} 0 vishnuvardhanpusarla2@gmail.com 1 N + FUfNI4XhF6X6BV2fMtEOQwsagcS2 https://lh3.googleusercontent.com/a/ACg8ocLWELmiLI_r6_146eNAYQwMG-f1wNDWnNY3-MpawTf8E1ClOQ=s96-c Airdevs KRISHNAA VINJAMURI {"stringValue":""} {"stringValue":""} She/Her Gandhi Institute of Technology and Management captured {"stringValue":""} SVINI 1 1 1 {"stringValue":""} {"stringValue":""} 0 svinikrishnaavinjamuri@gmail.com 1 N + zCyGEmtv6OYL3IxwAMnE6COPZpJ2 https://lh3.googleusercontent.com/a/ACg8ocLuQccxtPTVfPk0FFf2xQdPslH5FByHmuQ1VOzbWSJs4BVcPCVN=s96-c Airdevs Narayana {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Trishul 1 1 0 {"stringValue":""} {"stringValue":""} 1 trishulnarayana14@gmail.com 1 {"stringValue":""} Public company stock data and quarterly performance reports are presented in complex financial language, limiting accessibility for individuals without financial expertise. This reduces their ability to understand company performance and make informed investment decisions. {"stringValue":""} N + +41 118 1F6BpyktxGhEkSMLAbVdivyirTR2 https://lh3.googleusercontent.com/a/ACg8ocIlhnhPR9ZqrMxmg41JYeU-63h0Dmvn7DEll2a3SvCwRMXArg=s96-c AgentX Nellipudi {"stringValue":""} {"stringValue":""} She/Her Other captured {"stringValue":""} Chandralakshmi 1 1 1 Godavari Global University {"stringValue":""} 0 chandrikanellipudi67@gmail.com 1 N + RANfO19zBCczfkDcLw3Bv9Sp2Gp2 https://lh3.googleusercontent.com/a/ACg8ocIMbUGZIdlS2K5_JgWsk1hdGT9AXHSpommIMikSIBypymYr1A=s96-c AgentX Mallipurapu {"stringValue":""} {"stringValue":""} He/Him Other captured {"stringValue":""} Sivamanikanta 1 1 0 Godavari Global University {"stringValue":""} 0 sivamanikanta@ggu.edu.in 1 N + oLDMmXglf2hJF1vDlvkhF7uYuVF3 https://lh3.googleusercontent.com/a/ACg8ocJNoj9wTtLN0pZBrsZ4lmkqsMqpzuGUHsmfPFyLE58BO2A5Ow=s96-c AgentX Korada {"stringValue":""} {"stringValue":""} He/Him Other captured {"stringValue":""} Girish 1 1 0 Godavari Global University {"stringValue":""} 0 girishkorada281@gmail.com 1 N + q2JHaI71HTRkAtGaaqkIeJI1L2o2 https://lh3.googleusercontent.com/a/ACg8ocLYkTSS1Rat8PgcIF1c3Nck7GmvmCyNDHAXzXloW6_fr5dSkQ=s96-c AgentX gafur anaruddin {"stringValue":""} {"stringValue":""} He/Him Other captured {"stringValue":""} Shaik 1 1 0 godavari global university {"stringValue":""} 0 shaikgafuranaruddin@gmail.com 1 N + zRP8vcM65BTUazyzgbLzRxYgkGY2 https://lh3.googleusercontent.com/a/ACg8ocJ1kzoxA5q4BvigM4xooMHCO_og3QvNJnu9BX7eqxJVzOJEvxM=s96-c AgentX satya sri Sirangula {"stringValue":""} {"stringValue":""} She/Her Other captured {"stringValue":""} Lakshmi 1 1 1 Godavari Global University {"stringValue":""} 1 lakshmisatyasris@gmail.com 1 Natural Language Processing (NLP) for intent and context understanding Agentic AI Decision Engine for autonomous planning and action execution Analytics Engine for trend analysis and anomaly detection Custom Backend Services for delivery, revenue, and product data Notification Module for real-time alerts and proactive communication Modular, API-based Architecture for scalability and easy integration Modern businesses struggle to scale customer support and operational management due to heavy reliance on manual handling, rule-based chatbots, and static dashboards. These systems lack real-time intelligence and cannot autonomously act on customer queries, delivery updates, revenue trends, or product performance. As a result, businesses face delayed responses, poor visibility, slow issue detection, and increased operational overhead. There is a critical need for an autonomous system that can intelligently understand, decide, and act without human intervention. We developed a True Agentic AI System that functions as an autonomous business operator. The system uses NLP to understand customer intent, a decision engine to determine optimal actions, and an analytics layer to monitor deliveries, revenue, and product trends. The AI independently responds to customers, tracks deliveries, detects anomalies, and triggers alerts or outreach in real time—without requiring human prompts. This unified intelligence layer transforms reactive automation into proactive, autonomous operations. N + +42 118 WvZoeL5ZZnVXDbJcSKHSCIEO1qu1 https://lh3.googleusercontent.com/a/ACg8ocIT4hIjpeJvJFV5UNy4mu_a1z6QPcJ9qQc-oHMEe1Dk-LY6gQ=s96-c CIPHER Mohasin {"stringValue":""} {"stringValue":""} He/Him Other captured {"stringValue":""} Mohammed 1 1 0 Gayatri Vidya Parishad College for Degree and PG Courses {"stringValue":""} 0 mohasin22756@gmail.com 1 N + gqHPBFsNBQYCooq7GE5JGuWRCsO2 https://lh3.googleusercontent.com/a/ACg8ocI_lUVEcKYJ6-ffTQGKfKX9cKv615lqWmfY6MUlchuGLSzZTt_5=s96-c CIPHER Vijhval {"stringValue":""} {"stringValue":""} He/Him Other captured {"stringValue":""} Mangipudi Mihir 1 1 0 Gayatri Vidya Parishad College for Degree and PG Courses {"stringValue":""} 1 mihirmangipudi@gmail.com 1 Python, cryptography, pqcrypto, click/typer, Docker. Quantum-Resistant Secure Digital Records for Low-Connectivity Rural Systems. As governments, institutions, and organizations increasingly digitize critical records such as identity, land ownership, health data, education certificates, and financial information, security and long-term trust become central challenges—especially in environments with limited connectivity and evolving cyber threats. We propose a Quantum-Resistant Secure Record Vault, a lightweight backend framework designed to protect sensitive digital records against present-day threats and future quantum attacks. The system uses post-quantum cryptography and an offline-first design, making it suitable for authorized, role-based deployment within government and institutional systems, while remaining scalable across departments and regions and cost-efficient to maintain. N + hLIJ7TG7EPQeMYA4erDFVPxgAF93 https://lh3.googleusercontent.com/a/ACg8ocJCgn-oFr7TDOMlzuajxSb3tjwwXtjJwnItKOTznUAGPC88Tw=s96-c CIPHER PAPPU {"stringValue":""} {"stringValue":""} He/Him Other captured {"stringValue":""} SURYACHAND 1 1 0 Gayatri Vidya parishad college for degree and pg Courses {"stringValue":""} 0 5241411103@gvpcdpgc.edu.in 1 N + m7GkjKNKNKh070P22gZ9ogXA9ks1 https://lh3.googleusercontent.com/a/ACg8ocLcR_hso6fvsGyw2Ki-_62qBijWdZ1JmC6J5yQvnaIsYEo4nCk=s96-c CIPHER Maradana {"stringValue":""} {"stringValue":""} He/Him Other captured {"stringValue":""} Hasish 1 1 0 Gayatri Vidya parishad college for degree and pg Courses {"stringValue":""} 0 hasish042007@gmail.com 1 N + mpZiegWp2uQEpY3E5rggaCvJv5d2 https://lh3.googleusercontent.com/a/ACg8ocJ7M0iqDRG8sE7LUt8AkZZsadzEXh3vZipdFPrThcOJ95-m5w=s96-c CIPHER Reddy {"stringValue":""} {"stringValue":""} He/Him Other captured {"stringValue":""} Sasidhar 1 1 0 Gayatri Vidya parishad college for degree and PG courses {"stringValue":""} 0 sasidharoct11@gmail.com 1 N + +43 118 RbInGkyhw1QLGxFofL538zVsIWA2 https://lh3.googleusercontent.com/a-/ALV-UjX4dONkdV43BIeJ-dKkxym6qaOhm-tNanWH8xQ3DeTAFgfTDHCLoVhvUeJs59yJJNYtbl8cWVriVVuNGXO_3hCNIbUUY6uadYdeGM3h2IaAz370r3pX4gUcNBYbCpYwi2vlCTtgWbesz2ugsqGzkECuUZRhwyZpVNgcXKEvGDnAP22YkgbjglBwY-srXBkPF0QJS5J43SzTvBVdaK1T81_S9AOfLVtu8YX0h8C4howrevEThwui0VU_JmIUR_ZcVGrGgXwBvlinkOZPYK5BFIDWEe8h3l3UxO3FvUNV-JhwArrP103k9FVIsj1up8B2L2oxZjOFGjIZ1VQAQk21DupCmylu8HbyHSmzwCxmOaRlrVRaeGVkQU6HoJN-ZcdYXTHL5ZzEFvuaImtUWnTOydYhdcyReTHQTF40JcObJIDIZYGO_fYmdiEutxSoRZElbL3A3OCCy01hKJ3BgfcRQceend-p_tl8QhvX6KF840Fp6p_mheU6b7OQ4pJDQFh4Nl_zP8zVDe5MV34OnBc12VsOyGdUcEhlzFLuIMn1XWvw5UtQmvzTM_3OY5UJ2TvEmhUW8hImjuRm4ao54NkCT8w2XI5NSg4IWi_Kh4n7UWamt3Oc2uBcAWtQiIAmaKvPqInsRii_Ft7y7VGbPkzXms2T4Lw-j9vsRtw0C-KhWZw3pH53l8CsNtV7ANOCH87EbHIDljIkkzqBR1vhHWKKm3EVRzjbx0rEJ7KT2u3dA3D_AI0FK40qvUK_cfrKkYSVnkdhD5bhte8tUzE8Wmyx9bog-T5-HT3AAAsaaJNnB2OK89uSALW9cO3BzSPcTPQS3DpcBe_LnzsfAPQyIL2w3fZgft72H0JA1J1_HPofut-OIYnBXmyo8TRn2j6NwCCr-PUspgXTHePlXlxb4REVwrD6cG5cdMUeE-xJr2l7mwEH6U9VMJxdOb38V3RoH8ZO83_dU-5LzDFxid6Zn7-iAPrrDl9oCs4iBAQhnuPZHqD8qVQSev-LcUKkMUU-6YQd4OGsrtnY3IJPru8DnrG2jy0j3hRCQlnf0eohQNOFMthoC-bKYkBxdWVY=s96-c Team spirit Chikkala {"stringValue":""} {"stringValue":""} He/Him Other captured {"stringValue":""} Siddardha 1 1 0 Gayatri vidya parshid college for degree and pg courses {"stringValue":""} 1 venkatsiddardha@gmail.com 1 Frontend HTML5 – Used to design the basic structure of the web pages CSS3 – Used for styling and creating a responsive user interface JavaScript – Used to add interactivity and dynamic behavior to the website React.js (optional) – Used for component-based UI development and better performance Backend Node.js – Used as the server-side runtime environment to handle client requests Express.js – Used to build RESTful APIs and manage backend logic (Alternatively, Python with Flask can be used) Database MongoDB – Used to store user information, service provider details, assistance requests, and feedback (Alternatively, Firebase can be used for real-time data handling) APIs & Services Geolocation API – Used to detect the user’s current location Google Maps API – Used for map visualization, distance calculation, and route estimation Notification API (SMS/Email) – Used to send real-time updates and alerts to users Development & Testing Tools Git & GitHub – Used for version control and team collaboration Postman – Used for testing and validating APIs Visual Studio Code – Used as the development environment Problem Statement: On-Road Assistance Web Platform Vehicle breakdowns such as tyre punctures, engine failures, fuel shortages, and battery issues often occur unexpectedly and in unfamiliar or unsafe locations. During such situations, drivers struggle to quickly find reliable, nearby assistance, leading to long waiting times, safety risks, and stress. Existing solutions are either fragmented, limited to premium users, require prior app installation, or do not provide real-time availability of service providers. There is a lack of a simple, universal, and fast web-based platform that can instantly connect users facing on-road emergencies with nearby verified mechanics or service providers. This gap highlights the need for an accessible digital solution that ensures timely assistance, location awareness, and reliability during critical on-road situations. The proposed system is a web-based On-Road Assistance Platform designed to provide quick and reliable roadside support to users facing vehicle breakdowns. The platform eliminates the need for prior mobile application installation and ensures accessibility through any internet-enabled device. When a user encounters an on-road emergency such as a tyre puncture, engine failure, fuel shortage, or battery issue, the user can access the website and submit an assistance request. The system automatically captures the user’s geographical location using location services and allows the user to specify the type of problem encountered. Based on the collected information, the system processes the request and identifies the most suitable nearby service provider by analyzing factors such as distance, availability, and service capability. The selected service provider receives the request and can accept or decline it. Upon acceptance, the user is notified with the estimated arrival time and live status updates. The platform also includes a verification and rating mechanism to ensure service reliability and user safety. All service interactions are logged for monitoring and future improvement. This solution provides a fast, transparent, and reliable digital approach to roadside assistance, reducing response time, enhancing safety, and improving the overall user experience during critical situations. N + bYxuhKyDNuh2h4eDcrerkds1rO83 https://lh3.googleusercontent.com/a/ACg8ocJnnssFjHffr_CY_qWx0vz4hOCmJbvYpn9qsEiD0_OgadhRig=s96-c Team spirit Dadi {"stringValue":""} {"stringValue":""} He/Him Gayatri Vidya Parishad College of Engineering captured {"stringValue":""} Darshan 1 1 0 {"stringValue":""} {"stringValue":""} 0 titan.darshan@gmail.com 1 N + d1dkIiy62SMmx9D5jA8kcf7Wrop1 https://lh3.googleusercontent.com/a/ACg8ocJLnL9NZQeBhzUSd9WLlNHAESOLXiRipP441xKL9IIE2-CLMuZeig=s96-c Team spirit Varghese {"stringValue":""} {"stringValue":""} He/Him Gayatri Vidya Parishad College of Engineering captured {"stringValue":""} Rejoy 1 1 0 {"stringValue":""} {"stringValue":""} 0 rejoyvarghese32@gmail.com 1 N + j0j5IFbr59cG0RlzWvaS0SbAvd03 https://lh3.googleusercontent.com/a/ACg8ocJQuJk-QxooEGncM5ohPe71mKqAwG_FKpJNGGn1poonhOavMy8=s96-c Team spirit Vipparla {"stringValue":""} {"stringValue":""} He/Him Gayatri Vidya Parishad College of Engineering captured {"stringValue":""} Vivek 1 1 0 {"stringValue":""} {"stringValue":""} 0 vivekvipparla25@gmail.com 1 N + y3dGjlOwYVZ9uBC2Vo5G8o2CQHz2 https://lh3.googleusercontent.com/a/ACg8ocJK77jxK1uoOAvi-L0wRZiel-Z182fIhFJ7p_kfht4KEWJ0lvQo=s96-c Team spirit Sreeram.T {"stringValue":""} {"stringValue":""} He/Him Gayatri Vidya Parishad College of Engineering captured {"stringValue":""} Chinmai 1 1 0 {"stringValue":""} {"stringValue":""} 0 chinmai.sreeramt@gmail.com 1 N + S50M51mCBLUtvuNTE1WAE1w5vHq2 https://lh3.googleusercontent.com/a/ACg8ocL_QeBPxpoBIN-VweyMHO06FdgFy6h6vFFg2YHFTizqfdGskw=s96-c Team spirit Mahendra babu {"stringValue":""} {"stringValue":""} He/Him Gandhi Institute of Technology and Management captured {"stringValue":""} Vattikuti 1 1 0 {"stringValue":""} {"stringValue":""} 1 mvattiku@gitam.in 1 N \ No newline at end of file diff --git a/reseed-staff-admin.ts b/reseed-staff-admin.ts new file mode 100644 index 0000000..d44a887 --- /dev/null +++ b/reseed-staff-admin.ts @@ -0,0 +1,140 @@ +import { initializeApp, cert, getApps } from 'firebase-admin/app'; +import { getFirestore, Timestamp } from 'firebase-admin/firestore'; +import * as fs from 'fs'; +import * as path from 'path'; + +// Initialize Firebase Admin +if (!getApps().length) { + initializeApp({ + credential: cert(require('./serviceAccountKey.json')) + }); +} + +const db = getFirestore(); + +interface Registration { + uid: string; + firstName: string; + lastName: string; + email: string; + gender: string; + university: string; + otherUniversity: string; + displayPicture: string; + payment_status: string; + teamCode: string; + role: string; + createdAt: string; + updatedAt: string; +} + +function parseCSV(filePath: string): any[] { + const content = fs.readFileSync(filePath, 'utf-8'); + const lines = content.split('\n').filter(line => line.trim()); + + if (lines.length === 0) return []; + + const headers = lines[0].split(',').map(h => h.trim()); + const rows: any[] = []; + + for (let i = 1; i < lines.length; i++) { + const values: string[] = []; + let currentValue = ''; + let insideQuotes = false; + + for (let char of lines[i]) { + if (char === '"') { + insideQuotes = !insideQuotes; + } else if (char === ',' && !insideQuotes) { + values.push(currentValue.trim()); + currentValue = ''; + } else { + currentValue += char; + } + } + values.push(currentValue.trim()); + + if (values.length === headers.length) { + const row: any = {}; + headers.forEach((header, index) => { + row[header] = values[index] || ''; + }); + rows.push(row); + } + } + + return rows; +} + +async function reseedStaffAndAdmin() { + console.log('🔄 Re-seeding staff and admin accounts with correct UIDs...'); + + const staffAdmin = parseCSV(path.join(__dirname, 'staff-admin-correct.csv')) as Registration[]; + console.log(`Found ${staffAdmin.length} staff/admin accounts to re-seed\n`); + + let adminCount = 0; + let staffCount = 0; + let errorCount = 0; + + for (const account of staffAdmin) { + try { + const { uid, createdAt, updatedAt, ...data } = account; + + await db.collection('registrations').doc(uid).set({ + ...data, + createdAt: Timestamp.now(), + updatedAt: Timestamp.now(), + }); + + if (data.role === 'admin') { + adminCount++; + console.log(` ✓ Admin: ${data.firstName} ${data.lastName} (${data.email})`); + } else { + staffCount++; + console.log(` ✓ Staff: ${data.firstName} ${data.lastName} (${data.email})`); + } + } catch (error) { + console.error(` ✗ Error seeding account ${account.uid}:`, error); + errorCount++; + } + } + + console.log('\n' + '='.repeat(70)); + console.log('📊 RE-SEEDING SUMMARY'); + console.log('='.repeat(70)); + console.log(`✅ Admins: ${adminCount} accounts`); + console.log(`✅ Staff: ${staffCount} accounts`); + console.log(`❌ Errors: ${errorCount}`); + console.log('='.repeat(70)); + + if (errorCount === 0) { + console.log('✅ All staff and admin accounts re-seeded successfully!'); + } else { + console.log('⚠️ Re-seeding completed with some errors'); + } + + return { adminCount, staffCount, errorCount }; +} + +async function main() { + console.log('🚀 Starting staff/admin re-seeding...\n'); + console.log('=' .repeat(70)); + + const startTime = Date.now(); + + try { + await reseedStaffAndAdmin(); + + const endTime = Date.now(); + const duration = ((endTime - startTime) / 1000).toFixed(2); + + console.log(`\n⏱️ Duration: ${duration}s`); + + process.exit(0); + } catch (error) { + console.error('❌ Fatal error during re-seeding:', error); + process.exit(1); + } +} + +main(); diff --git a/seed-firestore.ts b/seed-firestore.ts index 841f042..e726487 100644 --- a/seed-firestore.ts +++ b/seed-firestore.ts @@ -151,6 +151,77 @@ async function seedTeams() { return { successCount, errorCount }; } +async function seedStaffAndAdmin() { + console.log('👨‍💼 Seeding staff and admin accounts...'); + + const staffAdmin = parseCSV(path.join(__dirname, 'staff-admin-seed.csv')) as Registration[]; + console.log(`Found ${staffAdmin.length} staff/admin accounts to seed`); + + let successCount = 0; + let errorCount = 0; + + for (const account of staffAdmin) { + try { + const { uid, createdAt, updatedAt, ...data } = account; + + await db.collection('registrations').doc(uid).set({ + ...data, + createdAt: Timestamp.now(), + updatedAt: Timestamp.now(), + }); + + successCount++; + console.log(` ✓ Seeded ${data.role} account: ${data.firstName} ${data.lastName}`); + } catch (error) { + console.error(` ✗ Error seeding account ${account.uid}:`, error); + errorCount++; + } + } + + console.log(`✅ Staff/Admin complete: ${successCount} success, ${errorCount} errors\n`); + return { successCount, errorCount }; +} + +async function seedTestTeam() { + console.log('🧪 Seeding test team...'); + + const teams = parseCSV(path.join(__dirname, 'test-team-seed.csv')) as Team[]; + console.log(`Found ${teams.length} test team to seed`); + + let successCount = 0; + let errorCount = 0; + + for (const team of teams) { + try { + const { teamCode, createdAt, memberIds, ...data } = team; + + // Parse memberIds JSON array string + let memberIdsArray: string[] = []; + try { + memberIdsArray = JSON.parse(memberIds); + } catch (e) { + console.error(` ⚠ Warning: Could not parse memberIds for ${teamCode}`); + memberIdsArray = []; + } + + await db.collection('teams').doc(teamCode).set({ + ...data, + memberIds: memberIdsArray, + createdAt: Timestamp.now(), + }); + + successCount++; + console.log(` ✓ Seeded test team ${teamCode} (${memberIdsArray.length} members)`); + } catch (error) { + console.error(` ✗ Error seeding team ${team.teamCode}:`, error); + errorCount++; + } + } + + console.log(`✅ Test team complete: ${successCount} success, ${errorCount} errors\n`); + return { successCount, errorCount }; +} + async function main() { console.log('🚀 Starting Firestore seeding...\n'); console.log('=' .repeat(70)); @@ -158,8 +229,8 @@ async function main() { const startTime = Date.now(); try { - const registrationStats = await seedRegistrations(); - const teamStats = await seedTeams(); + const staffAdminStats = await seedStaffAndAdmin(); + const testTeamStats = await seedTestTeam(); const endTime = Date.now(); const duration = ((endTime - startTime) / 1000).toFixed(2); @@ -167,12 +238,12 @@ async function main() { console.log('=' .repeat(70)); console.log('📊 SEEDING SUMMARY'); console.log('=' .repeat(70)); - console.log(`Registrations: ${registrationStats.successCount} seeded, ${registrationStats.errorCount} errors`); - console.log(`Teams: ${teamStats.successCount} seeded, ${teamStats.errorCount} errors`); + console.log(`Staff/Admin Accounts: ${staffAdminStats.successCount} seeded, ${staffAdminStats.errorCount} errors`); + console.log(`Test Team: ${testTeamStats.successCount} seeded, ${testTeamStats.errorCount} errors`); console.log(`Duration: ${duration}s`); console.log('=' .repeat(70)); - if (registrationStats.errorCount === 0 && teamStats.errorCount === 0) { + if (staffAdminStats.errorCount === 0 && testTeamStats.errorCount === 0) { console.log('✅ All data seeded successfully!'); } else { console.log('⚠️ Seeding completed with some errors'); diff --git a/serviceAccountKey.json b/serviceAccountKey.json index 9de648b..690eb67 100644 --- a/serviceAccountKey.json +++ b/serviceAccountKey.json @@ -1,8 +1,8 @@ { "type": "service_account", "project_id": "techsprint-gitam", - "private_key_id": "7fe570a3ea76baa41a18d1e29242c9f66527446c", - "private_key": "-----BEGIN PRIVATE KEY-----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\nRC+Otyc9niLIxmVUwiPDBg==\n-----END PRIVATE KEY-----\n", + "private_key_id": "fe0c532876c7456432194af575556291e08f5fee", + "private_key": "-----BEGIN PRIVATE KEY-----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\n5Ulvs0fj/30VQih/i/rJ0ZKy\n-----END PRIVATE KEY-----\n", "client_email": "firebase-adminsdk-fbsvc@techsprint-gitam.iam.gserviceaccount.com", "client_id": "102465646528741241791", "auth_uri": "https://accounts.google.com/o/oauth2/auth", diff --git a/src/app/admin/milestones/[id]/page.tsx b/src/app/admin/milestones/[id]/page.tsx index 4971381..3d334d6 100644 --- a/src/app/admin/milestones/[id]/page.tsx +++ b/src/app/admin/milestones/[id]/page.tsx @@ -51,9 +51,17 @@ export default function Page() { async function fetchMilestonesData(id: string, role: string, assignedTeams: string[]) { var responses: any[] = []; const documents = await getDocs(query(collection(db, "teams"))); + const isFinalMilestone = id === "milestone_ten"; + documents.forEach((document) => { const response = document.data(); - if (response[`${id}_score`] != undefined) { + + // For final milestone (10), require submission + // For milestones 1-9, show all teams regardless of submission + const hasSubmission = response[`${id}_link`] != undefined; + const shouldShow = isFinalMilestone ? hasSubmission : true; + + if (shouldShow) { // If judge role, only show assigned teams if (role === "judge") { if (assignedTeams.includes(document.id)) { @@ -80,16 +88,20 @@ export default function Page() { return; } - // Calculate time bonus/penalty - const submissionTime = new Date(teamData[`${data?.id}_time`].toDate()); - const deadline = new Date("3 Jan 2026 16:30:00 GMT+0530"); - const timeDiff = (submissionTime.getTime() - deadline.getTime()) / 1000 / 60; // minutes - + // Calculate time bonus/penalty only if submission exists (milestone 10) let timeBonus = 0; - if (timeDiff < -60) { - timeBonus = -5; // Early submission penalty - } else if (timeDiff > 30) { - timeBonus = 5; // Late submission penalty + const isFinalMilestone = data?.id === "milestone_ten"; + + if (isFinalMilestone && teamData[`${data?.id}_time`]) { + const submissionTime = new Date(teamData[`${data?.id}_time`].toDate()); + const deadline = new Date("3 Jan 2026 16:30:00 GMT+0530"); + const timeDiff = (submissionTime.getTime() - deadline.getTime()) / 1000 / 60; // minutes + + if (timeDiff < -60) { + timeBonus = -5; // Early submission penalty + } else if (timeDiff > 30) { + timeBonus = 5; // Late submission penalty + } } const judgeScore = { @@ -164,9 +176,16 @@ export default function Page() { ))} -

- ⏱️ Time Bonus/Penalty: -5 points if submitted >1 hour early, +5 points if submitted >30 min late -

+ {data?.id === "milestone_ten" && ( +

+ ⏱️ Time Bonus/Penalty: -5 points if submitted >1 hour early, +5 points if submitted >30 min late +

+ )} + {data?.id !== "milestone_ten" && ( +

+ ℹ️ Manual Grading: This milestone is graded manually without submission requirements +

+ )} {/* Submissions List */} @@ -191,18 +210,24 @@ export default function Page() { {uR.teamName}

- {uR.teamCode} • {uR.allottedClassroom || "No classroom"} + {uR.teamCode} • {uR.allotedClassrooms || "No classroom"}

- - - View Submission - + {uR[`${data?.id}_link`] ? ( + + + View Submission + + ) : ( +
+ Manual Grading +
+ )} {hasJudged ? ( diff --git a/src/app/admin/page.tsx b/src/app/admin/page.tsx index 8535d8b..db9fe5a 100644 --- a/src/app/admin/page.tsx +++ b/src/app/admin/page.tsx @@ -46,6 +46,11 @@ export default function Page() { isstaff &&

Admin Panel

+ +

⚙️ Settings

+

Configure event settings

+ +

👥 Team Management

Create teams and manage payments

diff --git a/src/app/admin/settings/page.tsx b/src/app/admin/settings/page.tsx new file mode 100644 index 0000000..5740e9f --- /dev/null +++ b/src/app/admin/settings/page.tsx @@ -0,0 +1,179 @@ +"use client"; +import { useEffect, useState } from "react"; +import { useAuthContext } from "@/context/AuthContext"; +import { db } from "@/lib/firebase"; +import { doc, getDoc, updateDoc, Timestamp } from "firebase/firestore"; +import { Settings, Visibility, VisibilityOff, Save } from "@mui/icons-material"; +import Loader from "@/components/LoadingAnimation/page"; + +export default function AdminSettingsPage() { + const user = useAuthContext(); + const [loading, setLoading] = useState(true); + const [isAdmin, setIsAdmin] = useState(false); + const [leaderboardVisible, setLeaderboardVisible] = useState(true); + const [saving, setSaving] = useState(false); + const [saveMessage, setSaveMessage] = useState(""); + + useEffect(() => { + if (user === null) { + alert("Please login to access admin settings"); + window.location.href = "/"; + return; + } + + // Check if user is admin + getDoc(doc(db, "registrations", user.uid)).then((document) => { + const response = document.data(); + if (response == undefined) { + alert("Please login to access admin settings"); + window.location.href = "/"; + return; + } + if (response.role !== "admin" && response.role !== "staff") { + alert("Admin or staff access required"); + window.location.href = "/"; + return; + } + setIsAdmin(true); + loadSettings(); + }); + }, [user]); + + const loadSettings = async () => { + try { + const configDoc = await getDoc(doc(db, "config", "leaderboard")); + if (configDoc.exists()) { + setLeaderboardVisible(configDoc.data().visible ?? true); + } + } catch (error) { + console.error("Error loading settings:", error); + } finally { + setLoading(false); + } + }; + + const handleSaveLeaderboardVisibility = async () => { + setSaving(true); + setSaveMessage(""); + try { + await updateDoc(doc(db, "config", "leaderboard"), { + visible: leaderboardVisible, + updatedAt: Timestamp.now(), + }); + setSaveMessage("✅ Leaderboard visibility updated successfully!"); + setTimeout(() => setSaveMessage(""), 3000); + } catch (error) { + console.error("Error saving settings:", error); + setSaveMessage("❌ Failed to update settings. Please try again."); + } finally { + setSaving(false); + } + }; + + if (loading) { + return ; + } + + if (!isAdmin) { + return null; + } + + return ( +
+
+ {/* Header */} +
+
+ +

Admin Settings

+
+

+ Manage event configurations and visibility controls +

+
+ + {/* Settings Cards */} +
+ {/* Leaderboard Visibility */} +
+
+
+

+ {leaderboardVisible ? ( + + ) : ( + + )} + Leaderboard Visibility +

+

+ Control whether participants can view the leaderboard. Hide it between milestones to build suspense. +

+
+
+ +
+ + +
+ +
+

+ Current Status: Leaderboard is{" "} + + {leaderboardVisible ? "VISIBLE" : "HIDDEN"} + {" "} + to all participants. +

+
+ + + + {saveMessage && ( +
+

{saveMessage}

+
+ )} +
+ + {/* Additional Settings Placeholder */} +
+

+ More Settings Coming Soon +

+

+ Additional event configuration options will be added here. +

+
+
+
+
+ ); +} diff --git a/src/app/admin/teams/page.tsx b/src/app/admin/teams/page.tsx index 75a946f..e942ff7 100644 --- a/src/app/admin/teams/page.tsx +++ b/src/app/admin/teams/page.tsx @@ -17,6 +17,7 @@ import { useRouter } from "next/navigation"; import { PeopleOutline, QrCode2, CheckCircle, Close } from "@mui/icons-material"; import Image from "next/image"; import classrooms from "@/data/classrooms.json"; +import { arrayUnion } from "firebase/firestore"; interface Participant { uid: string; @@ -29,12 +30,20 @@ interface Participant { payment_status: string; } +interface Team { + teamCode: string; + teamName: string; + leaderId: string; + memberIds: string[]; +} + export default function AdminTeams() { const user = useAuthContext(); const router = useRouter(); const [loading, setLoading] = useState(true); const [isAdmin, setIsAdmin] = useState(false); const [participants, setParticipants] = useState([]); + const [teams, setTeams] = useState([]); const [selectedParticipants, setSelectedParticipants] = useState([]); const [teamName, setTeamName] = useState(""); const [teamLeader, setTeamLeader] = useState(""); @@ -42,6 +51,19 @@ export default function AdminTeams() { const [creating, setCreating] = useState(false); const [showQR, setShowQR] = useState(false); const [selectedForPayment, setSelectedForPayment] = useState(null); + const [showCreateParticipant, setShowCreateParticipant] = useState(false); + const [newParticipant, setNewParticipant] = useState({ + uid: "", + firstName: "", + lastName: "", + email: "", + gender: "He/Him", + university: "GITAM Visakhapatnam", + displayPicture: "https://ui-avatars.com/api/?name=User", + payment_status: "pending", + teamCode: "" as string, + isLeader: false, + }); useEffect(() => { if (user === null) { @@ -73,6 +95,21 @@ export default function AdminTeams() { }); }); setParticipants(participantsList); + + // Fetch all teams + const teamsSnapshot = await getDocs(collection(db, "teams")); + const teamsList: Team[] = []; + teamsSnapshot.forEach((doc) => { + const data = doc.data(); + teamsList.push({ + teamCode: doc.id, + teamName: data.teamName, + leaderId: data.leaderId, + memberIds: data.memberIds || [], + }); + }); + setTeams(teamsList); + setLoading(false); } else { alert("Access denied. Admin privileges required."); @@ -163,6 +200,116 @@ export default function AdminTeams() { ); }; + const handleCreateParticipant = async () => { + if (!newParticipant.uid || !newParticipant.firstName || !newParticipant.lastName || !newParticipant.email) { + alert("Please fill in all required fields (Firebase Auth UID, First Name, Last Name, Email)"); + return; + } + + setCreating(true); + try { + const uid = newParticipant.uid.trim(); + + // Check if registration already exists + const existingDoc = await getDoc(doc(db, "registrations", uid)); + if (existingDoc.exists()) { + alert(`⚠️ Registration already exists for UID: ${uid}`); + setCreating(false); + return; + } + + // If team is selected and user is marked as leader, check if team already has a leader + if (newParticipant.teamCode && newParticipant.isLeader) { + const selectedTeam = teams.find(t => t.teamCode === newParticipant.teamCode); + if (selectedTeam && selectedTeam.leaderId) { + const confirmChange = confirm( + `⚠️ Team "${selectedTeam.teamName}" already has a leader. Do you want to change the team leader to this participant?` + ); + if (!confirmChange) { + setCreating(false); + return; + } + } + } + + const teamCode = newParticipant.teamCode || null; + const role = newParticipant.isLeader ? "leader" : "participant"; + + // Create registration document with provided UID + await setDoc(doc(db, "registrations", uid), { + uid, + firstName: newParticipant.firstName, + lastName: newParticipant.lastName, + email: newParticipant.email, + gender: newParticipant.gender, + university: newParticipant.university, + displayPicture: newParticipant.displayPicture, + payment_status: newParticipant.payment_status, + teamCode, + role, + createdAt: serverTimestamp(), + updatedAt: serverTimestamp(), + }); + + // If team is assigned, update team document + if (teamCode) { + const teamRef = doc(db, "teams", teamCode); + const updateData: any = { + memberIds: arrayUnion(uid), + }; + + // If this person is the leader, update leaderId + if (newParticipant.isLeader) { + updateData.leaderId = uid; + } + + await updateDoc(teamRef, updateData); + } + + alert(`✅ Participant "${newParticipant.firstName} ${newParticipant.lastName}" created successfully!${teamCode ? ` Assigned to team.` : ""}`); + + // Reset form + setNewParticipant({ + uid: "", + firstName: "", + lastName: "", + email: "", + gender: "He/Him", + university: "GITAM Visakhapatnam", + displayPicture: "https://ui-avatars.com/api/?name=User", + payment_status: "pending", + teamCode: "", + isLeader: false, + }); + setShowCreateParticipant(false); + + // Refresh participants list + const registrationsRef = collection(db, "registrations"); + const q = query(registrationsRef, where("teamCode", "==", null)); + const snapshot = await getDocs(q); + const participantsList: Participant[] = []; + snapshot.forEach((doc) => { + const data = doc.data(); + participantsList.push({ + uid: doc.id, + firstName: data.firstName, + lastName: data.lastName, + email: data.email, + university: data.university === "Other" ? data.otherUniversity : data.university, + gender: data.gender, + displayPicture: data.displayPicture, + payment_status: data.payment_status || "pending", + }); + }); + setParticipants(participantsList); + } catch (error) { + console.error("Error creating participant:", error); + alert("Failed to create participant. Please try again."); + } finally { + setCreating(false); + } + }; + const handleConfirmPayment = async (uid: string) => { try { await updateDoc(doc(db, "registrations", uid), { @@ -202,11 +349,183 @@ export default function AdminTeams() {
-

Team Management

-

Create teams and manage participant payments

+
+
+

Team Management

+

Create participants, teams, and manage payments

+
+ +
+ {/* Create Participant Form */} + {showCreateParticipant && ( +
+
+

+ Create New Participant +

+ +
+ +
+
+ + setNewParticipant({...newParticipant, uid: e.target.value})} + placeholder="Copy from Firebase Console or user's profile" + className="w-full px-4 py-2 border border-gray-300 dark:border-gray-600 rounded-lg bg-white dark:bg-[#0a0a0a] text-gray-900 dark:text-white font-mono text-sm" + /> +

+ User must have signed in with Google. Get UID from Firebase Console → Authentication +

+
+ +
+ + setNewParticipant({...newParticipant, firstName: e.target.value})} + className="w-full px-4 py-2 border border-gray-300 dark:border-gray-600 rounded-lg bg-white dark:bg-[#0a0a0a] text-gray-900 dark:text-white" + /> +
+ +
+ + setNewParticipant({...newParticipant, lastName: e.target.value})} + className="w-full px-4 py-2 border border-gray-300 dark:border-gray-600 rounded-lg bg-white dark:bg-[#0a0a0a] text-gray-900 dark:text-white" + /> +
+ +
+ + setNewParticipant({...newParticipant, email: e.target.value})} + className="w-full px-4 py-2 border border-gray-300 dark:border-gray-600 rounded-lg bg-white dark:bg-[#0a0a0a] text-gray-900 dark:text-white" + /> +
+ +
+ + +
+ +
+ + setNewParticipant({...newParticipant, university: e.target.value})} + className="w-full px-4 py-2 border border-gray-300 dark:border-gray-600 rounded-lg bg-white dark:bg-[#0a0a0a] text-gray-900 dark:text-white" + /> +
+ +
+ + +
+ +
+ + +
+ +
+ +
+ setNewParticipant({...newParticipant, isLeader: e.target.checked})} + disabled={!newParticipant.teamCode} + className="w-5 h-5 rounded border-gray-300 text-blue-600 focus:ring-blue-500" + /> + + Make this participant the team leader + +
+ {!newParticipant.teamCode && ( +

+ Select a team first to enable leader option +

+ )} +
+
+ + +
+ )} + {/* Create Team Form */}

diff --git a/src/app/hackathon/milestone_eight/page.tsx b/src/app/hackathon/milestone_eight/page.tsx new file mode 100644 index 0000000..0cd85e5 --- /dev/null +++ b/src/app/hackathon/milestone_eight/page.tsx @@ -0,0 +1,50 @@ +"use client"; + +import { Info } from "@mui/icons-material"; + +export default function Page() { + return ( +
+
+ {/* Header */} +
+

+ Milestone 8 +

+

+ Documentation & Deployment +

+
+ + {/* Info Card */} +
+
+ +
+

+ Manual Grading Milestone +

+

+ This milestone will be evaluated manually by our judges. No file submission is required at this stage. +

+

+ Continue working on your project and be ready to demonstrate your progress to the judges when they visit your team. +

+
+

+ Expected Progress: +

+
    +
  • Complete project documentation
    • +
  • README with setup instructions
    • +
  • Application deployed and accessible
    • +
  • Demo environment ready
    • +
+
+
+
+
+
+
+ ); +} diff --git a/src/app/hackathon/milestone_five/page.tsx b/src/app/hackathon/milestone_five/page.tsx new file mode 100644 index 0000000..065ffc2 --- /dev/null +++ b/src/app/hackathon/milestone_five/page.tsx @@ -0,0 +1,54 @@ +"use client"; + +import { useEffect } from "react"; +import { useRouter } from "next/navigation"; +import { Info } from "@mui/icons-material"; + +export default function Page() { + const router = useRouter(); + + return ( +
+
+ {/* Header */} +
+

+ Milestone 5 +

+

+ Backend Integration Complete +

+
+ + {/* Info Card */} +
+
+ +
+

+ Manual Grading Milestone +

+

+ This milestone will be evaluated manually by our judges. No file submission is required at this stage. +

+

+ Continue working on your project and be ready to demonstrate your progress to the judges when they visit your team. +

+
+

+ Expected Progress: +

+
    +
  • Backend APIs fully integrated with frontend
    • +
  • Database operations working correctly
    • +
  • Authentication and authorization implemented
    • +
  • Core backend services operational
    • +
+
+
+
+
+
+
+ ); +} diff --git a/src/app/hackathon/milestone_nine/page.tsx b/src/app/hackathon/milestone_nine/page.tsx new file mode 100644 index 0000000..5cd47d4 --- /dev/null +++ b/src/app/hackathon/milestone_nine/page.tsx @@ -0,0 +1,50 @@ +"use client"; + +import { Info } from "@mui/icons-material"; + +export default function Page() { + return ( +
+
+ {/* Header */} +
+

+ Milestone 9 +

+

+ Final Polish & Demo Prep +

+
+ + {/* Info Card */} +
+
+ +
+

+ Manual Grading Milestone +

+

+ This milestone will be evaluated manually by our judges. No file submission is required at this stage. +

+

+ Continue working on your project and be ready to demonstrate your progress to the judges when they visit your team. +

+
+

+ Expected Progress: +

+
    +
  • Final UI/UX improvements
    • +
  • Demo presentation prepared
    • +
  • Pitch deck ready
    • +
  • Ready for final submission
    • +
+
+
+
+
+
+
+ ); +} diff --git a/src/app/hackathon/milestone_seven/page.tsx b/src/app/hackathon/milestone_seven/page.tsx new file mode 100644 index 0000000..c30d811 --- /dev/null +++ b/src/app/hackathon/milestone_seven/page.tsx @@ -0,0 +1,50 @@ +"use client"; + +import { Info } from "@mui/icons-material"; + +export default function Page() { + return ( +
+
+ {/* Header */} +
+

+ Milestone 7 +

+

+ Testing & Bug Fixes +

+
+ + {/* Info Card */} +
+
+ +
+

+ Manual Grading Milestone +

+

+ This milestone will be evaluated manually by our judges. No file submission is required at this stage. +

+

+ Continue working on your project and be ready to demonstrate your progress to the judges when they visit your team. +

+
+

+ Expected Progress: +

+
    +
  • Comprehensive testing completed
    • +
  • Critical bugs identified and fixed
    • +
  • Edge cases handled
    • +
  • Application stability improved
    • +
+
+
+
+
+
+
+ ); +} diff --git a/src/app/hackathon/milestone_six/page.tsx b/src/app/hackathon/milestone_six/page.tsx new file mode 100644 index 0000000..c2fcccf --- /dev/null +++ b/src/app/hackathon/milestone_six/page.tsx @@ -0,0 +1,50 @@ +"use client"; + +import { Info } from "@mui/icons-material"; + +export default function Page() { + return ( +
+
+ {/* Header */} +
+

+ Milestone 6 +

+

+ Core Features Done! +

+
+ + {/* Info Card */} +
+
+ +
+

+ Manual Grading Milestone +

+

+ This milestone will be evaluated manually by our judges. No file submission is required at this stage. +

+

+ Continue working on your project and be ready to demonstrate your progress to the judges when they visit your team. +

+
+

+ Expected Progress: +

+
    +
  • All core features implemented and working
    • +
  • User flows functional end-to-end
    • +
  • Main functionality complete
    • +
  • Ready for polish and optimization
    • +
+
+
+
+
+
+
+ ); +} diff --git a/src/app/hackathon/milestone_ten/page.tsx b/src/app/hackathon/milestone_ten/page.tsx new file mode 100644 index 0000000..48336c3 --- /dev/null +++ b/src/app/hackathon/milestone_ten/page.tsx @@ -0,0 +1,191 @@ +"use client"; + +import { db, storage } from "@/lib/firebase"; +import Loader from "@/components/LoadingAnimation/page"; +import { useAuthContext } from "@/context/AuthContext"; +import { + collection, + doc, + getDocs, + query, + updateDoc, + where, + serverTimestamp, +} from "firebase/firestore"; +import { getDownloadURL, ref, uploadBytes } from "firebase/storage"; +import { useEffect, useState } from "react"; +import { CloudUpload, CheckCircle } from "@mui/icons-material"; + +export default function Page() { + const user = useAuthContext(); + const [teamDocId, setTeamDocId] = useState(undefined); + const [isLoading, setLoader] = useState(true); + const [hasSubmitted, setHasSubmitted] = useState(false); + const [submissionTime, setSubmissionTime] = useState(""); + + useEffect(() => { + if (user != null) { + const refTeam = collection(db, "teams"); + getDocs(query(refTeam, where("participants", "array-contains", user.uid))) + .then(async (snapshot) => { + if (snapshot.docs.length > 0) { + const teamDetailsId = snapshot.docs[0].id; + setTeamDocId(teamDetailsId); + const dt = snapshot.docs[0].data()["milestone_ten_time"]; + if (dt != undefined && dt != null) { + setHasSubmitted(true); + setSubmissionTime(dt.toDate().toLocaleString()); + } + } + }) + .then((_) => { + setLoader(false); + }); + } else { + setLoader(false); + } + }, [user]); + + return ( + <> +
+
+ {/* Header */} +
+

+ Milestone 10 - Final Submission +

+

+ Launchpad - Final Submission! +

+

+ Submit your final project files, documentation, and demo materials. This is your chance to showcase everything you've built! +

+
+ + {hasSubmitted ? ( +
+
+ +
+

+ Submission Completed! +

+

+ Your final submission was recorded at {submissionTime} +

+
+
+

+ Thank you for participating in Tech Sprint 2026! Your project will be reviewed by our judges. Good luck! 🚀 +

+
+ ) : ( +
+

+ Upload Your Final Submission +

+ +
{ + f.preventDefault(); + setLoader(true); + + try { + const file = new FormData(f.currentTarget).get("submission"); + + if (!file || !(file as File).name) { + alert("Please select a file to upload"); + setLoader(false); + return; + } + + const r = ref( + storage, + `milestone_ten/${teamDocId}/${(file as File).name}` + ); + + await uploadBytes(r, file as File); + const dUrl = await getDownloadURL(r); + + if (teamDocId != undefined) { + await updateDoc(doc(db, "teams", teamDocId), { + milestone_ten_link: dUrl, + milestone_ten_score_aggregate: -1, + milestone_ten_time: serverTimestamp(), + milestone_ten_score: {}, + }); + + alert("✅ Final submission uploaded successfully!"); + setHasSubmitted(true); + setSubmissionTime(new Date().toLocaleString()); + } + } catch (error) { + console.error("Upload error:", error); + alert("❌ Upload failed. Please try again."); + } finally { + setLoader(false); + } + }} + className="space-y-6" + > +
+ +

+ Upload a ZIP file containing: +

+
    +
  • Complete source code
    • +
  • Documentation (README, setup instructions)
    • +
  • Demo video or screenshots
    • +
  • Any additional materials
    • +
+
+ +
+ +

+ Click to browse or drag and drop +

+

+ ZIP, RAR, or 7Z files (max 50MB recommended) +

+
+
+
+ + +
+ +
+

+ ⚠️ Important: Make sure to double-check your files before submitting. You can only submit once! +

+
+
+ )} +
+
+ + {isLoading && ( +
+ +
+ )} + + ); +} diff --git a/src/app/leaderboard/page.tsx b/src/app/leaderboard/page.tsx index c17084a..8117936 100644 --- a/src/app/leaderboard/page.tsx +++ b/src/app/leaderboard/page.tsx @@ -1,8 +1,8 @@ "use client"; import { db } from "@/lib/firebase"; -import { collection, getDocs, onSnapshot } from "firebase/firestore"; +import { collection, getDocs, onSnapshot, doc } from "firebase/firestore"; import { useEffect, useState } from "react"; -import { EmojiEvents, FilterList } from "@mui/icons-material"; +import { EmojiEvents, FilterList, VisibilityOff } from "@mui/icons-material"; interface TeamScore { teamCode: string; @@ -29,6 +29,18 @@ export default function Leaderboard() { const [filterMilestone, setFilterMilestone] = useState("all"); const [filterClassroom, setFilterClassroom] = useState("all"); const [classrooms, setClassrooms] = useState([]); + const [isLeaderboardVisible, setIsLeaderboardVisible] = useState(true); + + // Listen to leaderboard visibility config + useEffect(() => { + const unsubscribe = onSnapshot(doc(db, "config", "leaderboard"), (docSnap) => { + if (docSnap.exists()) { + setIsLeaderboardVisible(docSnap.data().visible ?? true); + } + }); + + return () => unsubscribe(); + }, []); useEffect(() => { // Real-time listener for leaderboard updates @@ -67,7 +79,7 @@ export default function Leaderboard() { const team: TeamScore = { teamCode: data.teamCode || doc.id, teamName: data.teamName || "Unknown Team", - classroom: data.allottedClassroom || "Not Assigned", + classroom: data.allotedClassrooms || "Not Assigned", milestone1: m1Score, milestone2: m2Score, milestone3: m3Score, @@ -128,6 +140,22 @@ export default function Leaderboard() { ); } + if (!isLeaderboardVisible) { + return ( +
+
+ +

+ Leaderboard Hidden +

+

+ The leaderboard is currently hidden between milestones. Check back soon to see updated rankings! +

+
+
+ ); + } + return (
diff --git a/src/app/printer/client/page.tsx b/src/app/printer/client/page.tsx index 0bbad23..988b2c1 100644 --- a/src/app/printer/client/page.tsx +++ b/src/app/printer/client/page.tsx @@ -27,6 +27,8 @@ export default function PrinterClient() { }); const [printerName] = useState(`Printer-${Math.random().toString(36).substring(7)}`); const [lastHeartbeat, setLastHeartbeat] = useState(new Date()); + const [selectedPrinterName, setSelectedPrinterName] = useState(""); + const [availablePrinters, setAvailablePrinters] = useState([]); const wakeLockRef = useRef(null); const unsubscribeRef = useRef<(() => void) | null>(null); @@ -34,6 +36,7 @@ export default function PrinterClient() { useEffect(() => { initializePrinterClient(); + discoverPrinters(); return () => { cleanup(); @@ -56,7 +59,33 @@ export default function PrinterClient() { console.error("Wake Lock error:", error); } }; - + const discoverPrinters = async () => { + try { + // Try to get available printers using Web Print API if supported + if ('navigator' in window && 'getPrinters' in (navigator as any)) { + const printers = await (navigator as any).getPrinters(); + setAvailablePrinters(printers.map((p: any) => p.name)); + } + + // Fallback: Add common WiFi printer options + const commonPrinters = [ + "Default Printer", + "HP WiFi Printer", + "Canon WiFi Printer", + "Epson WiFi Printer", + "Brother WiFi Printer", + "Samsung WiFi Printer", + ]; + + if (availablePrinters.length === 0) { + setAvailablePrinters(commonPrinters); + } + } catch (error) { + console.error("Printer discovery error:", error); + // Set default options + setAvailablePrinters(["Default Printer", "WiFi Printer 1", "WiFi Printer 2"]); + } + }; const startHeartbeat = () => { heartbeatIntervalRef.current = setInterval(() => { setLastHeartbeat(new Date()); @@ -228,6 +257,12 @@ export default function PrinterClient() { setTimeout(() => { try { + // Show alert with printer reminder if specific printer selected + if (selectedPrinterName) { + // Note: window.print() will open browser's print dialog + // User must manually select the printer there + } + iframe.contentWindow?.print(); setTimeout(() => { @@ -286,7 +321,7 @@ export default function PrinterClient() {
-
+
@@ -314,6 +349,35 @@ export default function PrinterClient() {
+ + {/* Printer Selection Instructions */} +
+ + + {selectedPrinterName && ( +
+

+ ⚠️ When the print dialog opens, select: {selectedPrinterName} +

+
+ )} +

+ 💡 The print dialog will open automatically for each job. Select your WiFi printer in the dialog. +

+
diff --git a/src/app/staff/scanner/page.tsx b/src/app/staff/scanner/page.tsx index 622d655..9c609a5 100644 --- a/src/app/staff/scanner/page.tsx +++ b/src/app/staff/scanner/page.tsx @@ -23,10 +23,12 @@ import { CameraAlt, ExitToApp, Close, + Restaurant, + DinnerDining, } from "@mui/icons-material"; import { Html5QrcodeScanner } from "html5-qrcode"; -type ActionType = "check-in" | "check-out" | "swag" | "photobooth"; +type ActionType = "check-in" | "check-out" | "swag" | "photobooth" | "lunch" | "dinner"; interface ScannedUser { uid: string; @@ -93,24 +95,28 @@ export default function Scanner() { const startScanning = () => { setScanning(true); - const html5QrcodeScanner = new Html5QrcodeScanner( - "qr-reader", - { fps: 10, qrbox: { width: 250, height: 250 } }, - false - ); + + // Delay scanner initialization to ensure DOM element is rendered + setTimeout(() => { + const html5QrcodeScanner = new Html5QrcodeScanner( + "qr-reader", + { fps: 10, qrbox: { width: 250, height: 250 } }, + false + ); - html5QrcodeScanner.render( - (decodedText) => { - handleScan(decodedText); - html5QrcodeScanner.clear(); - setScanning(false); - }, - (errorMessage) => { - // Ignore errors, just keep scanning - } - ); + html5QrcodeScanner.render( + (decodedText) => { + handleScan(decodedText); + html5QrcodeScanner.clear(); + setScanning(false); + }, + (errorMessage) => { + // Ignore errors, just keep scanning + } + ); - setScanner(html5QrcodeScanner); + setScanner(html5QrcodeScanner); + }, 100); }; const stopScanning = () => { @@ -123,19 +129,31 @@ export default function Scanner() { const handleScan = async (uid: string) => { setProcessing(true); + console.log("🔍 QR Code Scanned - UID:", uid); + try { // Fetch user data const userDoc = await getDoc(doc(db, "registrations", uid)); if (!userDoc.exists()) { + console.error("❌ User not found:", uid); alert("User not found. Invalid QR code."); setProcessing(false); return; } const userData = userDoc.data(); + console.log("✅ User Data Retrieved:", { + uid, + name: `${userData.firstName} ${userData.lastName}`, + email: userData.email, + university: userData.university, + teamCode: userData.teamCode, + payment_status: userData.payment_status, + role: userData.role, + }); - // Check if user has checked in (required for swag/photobooth) - if (selectedAction === "swag" || selectedAction === "photobooth") { + // Check if user has checked in (required for swag/photobooth/lunch/dinner) + if (selectedAction === "swag" || selectedAction === "photobooth" || selectedAction === "lunch" || selectedAction === "dinner") { const checkInQuery = query( collection(db, "checkins"), where("userId", "==", uid), @@ -189,6 +207,38 @@ export default function Scanner() { } } + // Check for lunch duplicate (STRICT - only once per user) + if (selectedAction === "lunch") { + const lunchQuery = query( + collection(db, "checkins"), + where("userId", "==", uid), + where("type", "==", "lunch") + ); + const lunchSnapshot = await getDocs(lunchQuery); + if (!lunchSnapshot.empty) { + const lunchDate = lunchSnapshot.docs[0].data().timestamp?.toDate?.()?.toLocaleString(); + alert(`⚠️ DUPLICATE BLOCKED!\n\nLunch already served to this user!\nServed at: ${lunchDate || "earlier"}`); + setProcessing(false); + return; + } + } + + // Check for dinner duplicate (STRICT - only once per user) + if (selectedAction === "dinner") { + const dinnerQuery = query( + collection(db, "checkins"), + where("userId", "==", uid), + where("type", "==", "dinner") + ); + const dinnerSnapshot = await getDocs(dinnerQuery); + if (!dinnerSnapshot.empty) { + const dinnerDate = dinnerSnapshot.docs[0].data().timestamp?.toDate?.()?.toLocaleString(); + alert(`⚠️ DUPLICATE BLOCKED!\n\nDinner already served to this user!\nServed at: ${dinnerDate || "earlier"}`); + setProcessing(false); + return; + } + } + // Fetch team info if user has a team let teamName = "No Team"; if (userData.teamCode) { @@ -265,6 +315,10 @@ export default function Scanner() { return ; case "photobooth": return ; + case "lunch": + return ; + case "dinner": + return ; } }; @@ -278,6 +332,10 @@ export default function Scanner() { return "bg-purple-500 hover:bg-purple-600 border-purple-600"; case "photobooth": return "bg-pink-500 hover:bg-pink-600 border-pink-600"; + case "lunch": + return "bg-amber-500 hover:bg-amber-600 border-amber-600"; + case "dinner": + return "bg-blue-500 hover:bg-blue-600 border-blue-600"; } }; @@ -313,8 +371,8 @@ export default function Scanner() { {/* Action Selector */}

Select Action

-
- {(["check-in", "check-out", "swag", "photobooth"] as ActionType[]).map((action) => ( +
+ {(["check-in", "check-out", "swag", "photobooth", "lunch", "dinner"] as ActionType[]).map((action) => (