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Resham011/README.md

Hi, I'm Resham πŸ‘‹

AI/ML Engineer β€’ Software Engineer β€’ Final Year CS Undergrad
Building intelligent systems that solve real problems β€” from RAG pipelines to adaptive learning tools.

πŸ“§ Email β€’ πŸ’Ό LinkedIn β€’ 🌐 Portfolio β€’ 🧩 Coding Profile


πŸš€ About Me

I'm a B.Tech CSE student at Quantum University (Graduating 2026, CGPA: 8.3) with hands-on experience building production-grade AI applications, and full-stack web systems.

  • 🧠 Passionate about Generative AI, RAG systems, and LLM applications
  • πŸ—οΈ I build things end-to-end β€” from embedding pipelines to deployed Projects.
  • πŸ† Solved 821+ DSA problems on LeetCode | Global Rank 46,622 (Top 6%) | Rating: 1561
  • πŸ₯‡ Top 7 Finalist at HackIndia Hackathon | 2nd Place at Genesis Idea Open House 2023
  • πŸ”¬ Former Project Trainee at DRDO β€” worked on defense-grade microservices and radar simulation systems

πŸ› οΈ Tech Stack

Languages Python C++ Java SQL

AI / ML Machine Learning Generative AI LLMs LangChain RAG FAISS Chroma DB Scikit-learn FastAPI HuggingFace

Web React Next.js Node.js MongoDB TailwindCSS

Tools & Platforms Postman VS Code PyCharm Google Colab Jupyter Git GitHub


πŸ”₯ Featured Projects

FastAPI LangChain FAISS Llama-3-70B (Groq) Cohere Embeddings Next.js

Built a production-ready multi-document RAG pipeline that lets users chat with their PDFs and get instant, cited answers.

  • πŸ“ˆ Improved retrieval accuracy from 68% β†’ 84% after testing on 150 real-world queries
  • ⚑ Reduced response latency from 3.1s β†’ 1.5s via Groq inference, async FastAPI & embedding caching
  • πŸ›‘οΈ Implemented citation grounding + fallback responses to mitigate hallucinations
  • πŸ”§ Pipeline: PDF β†’ 800/150 token chunking β†’ Cohere embeddings β†’ FAISS β†’ MMR retrieval β†’ LLM synthesis

πŸ”— Live β€’ πŸ“‚ GitHub β€’ 🎬 Demo


React.js Node.js MongoDB JWT

Built an adaptive spaced-repetition system to solve inconsistent DSA revision and poor long-term retention during interview prep.

  • πŸ“Š Improved revision consistency by 40% with decay scheduling + difficulty weighting
  • πŸ—‚οΈ 500+ problems logged, 20+ active users with personalized revision modes (by company, topic, or randomized)
  • πŸ” Secure JWT auth with refresh token rotation; deployed on Vercel with production configs
  • πŸ“… Daily streak tracking, analytics dashboard, dynamic MongoDB schema for fast filtering

πŸ”— Live β€’ πŸ“‚ GitHub β€’ 🎬 Demo


Python Scikit-learn NLP TF-IDF Streamlit TMDB API

Built a recommendation engine that suggests similar movies based on plot, genres, and cast metadata.

  • ⚑ Reduced recommendation lookup time by 60% via precomputed similarity matrix + NumPy vectorization
  • βœ… Validated across 50+ real-world searches for accurate top suggestions
  • 🎨 Deployed interactive Streamlit app with TMDB API-powered poster previews

πŸ”— Live β€’ πŸ“‚ GitHub β€’ 🎬 Demo


πŸ’Ό Work Experience

πŸ”¬ Project Trainee β€” DRDO (Defence Research and Development Organisation) May 2025 – July 2025 | Delhi, India

  • Engineered role-based authentication and secure protocols for defense-grade applications
  • Developed microservices for real-time radar simulation and high-frequency data visualization
  • Optimized geospatial reporting workflows, reducing manual processing time

🌐 Web Content Intern β€” GAO Tek Inc. Aug 2024 – Oct 2024 | Remote

  • Optimized 100+ product listings for SEO using metadata and keyword analytics

πŸ† Achievements

πŸ₯‡ Achievement
πŸ’» 821+ LeetCode problems solved β€” Global Rank 46,622 (Top 6%), Rating: 1561
πŸš€ Top 7 Finalist β€” HackIndia Hackathon
πŸ₯ˆ 2nd Place β€” Genesis Idea Open House 2023
πŸŽ–οΈ Participant β€” Adobe India Hackathon
πŸ“œ Certifications: HP LIFE AI Fundamentals, Udemy SQL Bootcamp

πŸ“Š GitHub Stats


πŸ’» Always open to collaborating on exciting **AI, ML, based projects**. Let’s innovate together!

Pinned Loading

  1. AlgoRecall AlgoRecall Public

    AlgoRecall is a smart web app I built to help developers retain DSA knowledge for coding interviews. Using a spaced repetition system, it creates daily custom-tailored revision sessions that adapt …

    JavaScript 2

  2. Movie-Recommendation-System Movie-Recommendation-System Public

    🎬 A Content-Based Movie Recommender System using Python, Scikit-Learn, and Streamlit. Features 5,000+ movies with real-time poster fetching via TMDB API. πŸš€

    Jupyter Notebook

  3. pdf-rag-chatbot pdf-rag-chatbot Public

    AskMyPDF AI is a smart digital assistant that lets you "talk" to your PDF documents to get instant answers without reading through every page.

    TypeScript 1

  4. DSA-Master-Sheet DSA-Master-Sheet Public

    C++