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Samdisha-Walia/README.md

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Hi there πŸ‘‹ I'm Samdisha Walia

πŸŽ“ B.Tech CSE | Final Year Student @ Amity University Punjab
πŸ’» AI/ML Enthusiast | Full-Stack & Hybrid App Developer | Patent Author
πŸ› οΈ Currently working on: Smart Parking System, E-commerce, Computer Vision, Text-to-3D, NLP, Agentic AI


🧠 Summary

Motivated CSE final-year student with hands-on experience in full-stack and hybrid application development.
Skilled in AI/ML, mobile/web development, and cloud deployment, with internship exposure in ReactJS Development and Data Analysis.
Proven record of hackathon achievements, publications, and patents.
Passionate about building scalable applications and impactful AI-driven systems.


🧰 Skills & Tools

  • Languages & Web: C, C++, Java, Python, JavaScript, Dart, HTML/CSS
  • Frameworks & Tools: React.js, React Native, Flutter, Node.js, Express.js, Django, PyQt5, OpenCV, Git, AWS
  • Databases: MySQL, MongoDB
  • AI/ML: TensorFlow, PyTorch, scikit-learn, Deep Learning, XAI
  • Domains: Hybrid App Development, Machine Learning, Data Analysis, Computer Vision, Full-Stack Development

πŸ“‚ Featured Projects

  • πŸ›’ AI-Cross-Platform E-Commerce App
    • Flutter + React Native app with authentication, cart, Razorpay checkout, automated PDF invoicing, and Play Store test deployment.
  • πŸ…Ώ AI-Powered Smart Parking System
    • Real-time parking detection & license recognition using OpenCV + Flask with anomaly detection.
  • ☁ Cloud-Based Learning Management System
    • Scalable LMS with Django + React.js + AWS, featuring dashboards and analytics.
  • πŸ“¦ Inventory Management System
    • Role-based Django app for product tracking and stock management.
  • 🎨 Text-to-3D Object Generation
    • Used OmniObject3D + TensorFlow with NeRF/Gaussian Splatting for text-to-3D visualization.
  • πŸ–Ό Image Captioning
    • Deep learning pipeline using Flickr30k, DenseNet201 + LSTM for automatic caption generation.

πŸ’Ό Experience

  • Summer Intern – ReactJS Developer @ Celebal Technologies (Jun–Aug 2025)
    • Built a secure, responsive e-commerce platform with authentication, product filtering, Razorpay checkout, and automated invoicing.
  • Summer Intern – Data Analyst @ India Meteorological Department (Jul–Aug 2024)
    • Automated data analysis and visualization of AWS weather data across Indian cities.

πŸ† Hackathons

  • VentiCare Companion – Finalist, India–Israel Hackathon 2025
    • Blink-to-speak, emotion recognition & ICU dashboards.
  • VAYU.AI – Bharatiya Antariksh Hackathon 2025
    • Real-time AQI forecasting with rural SMS alerts.

πŸ“œ Publications & Patents

  • πŸ“„ The Knowledge Nest: Cloud Deployment of a Scalable LMS (Under Review)
  • πŸ“„ From Black Box to Glass Box: Interpreting Heart Disease Predictions Using Ensemble + XAI (Under Review)
  • πŸ“ Patent: Natural Air Purification Indoor System – 2023, Patent No. 202311052316 A
  • πŸ“ Patent: Eco-Friendly Automatic Streetlight Poles for Natural Air Purification – 2023, Patent No. 202311052317 A

πŸ… Certifications

  • Infosys: Java Programming, Cloud Computing, Business Intelligence, NoSQL Databases
  • Google: Foundations of Cybersecurity, Play It Safe – Manage Security Risks
  • Google Cloud: Prompt Design in Vertex AI, MLOps for Generative AI, Model Evaluation, Responsible AI

πŸ“« Let's Connect

LinkedIn
Gmail
GitHub


πŸ“Š GitHub Stats


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