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Subhra-Nandi/README.md
Subhra Nandi Banner

🧠 About Me

  • πŸŽ“ 2nd-year B.Tech in AI & Robotics at UEM Kolkata (GPA: 8.19)
  • πŸ”­ Currently building multi-agent AI platforms, RAG pipelines, and geospatial AI systems
  • πŸ’‘ Passionate about solving real-world problems with LLMs, vector databases, and scalable APIs
  • 🧩 Solved 100+ LeetCode problems in C++ β€” Arrays, Trees, Recursion & more
  • πŸ“œ Certified in Machine Learning Specialization by DeepLearning.AI (Andrew Ng)
  • πŸ“ Based in Kolkata, West Bengal

🌐 Connect With Me


πŸ’» Tech Stack

πŸ—£οΈ Languages

Python TypeScript JavaScript C++ C

πŸ€– AI / ML

LangChain HuggingFace OpenAI Google Gemini ChromaDB Pinecone Whisper

βš™οΈ Backend & APIs

FastAPI Pydantic Redis SQLAlchemy JWT n8n

🎨 Frontend

Next.js React TailwindCSS Zustand

πŸ—„οΈ Databases

PostgreSQL PostGIS MongoDB Redis

☁️ Cloud & DevOps

Docker GitHub Actions Railway Vercel Neon

πŸ› οΈ Tools

Postman Pytest Git LaTeX


πŸš€ Featured Projects

Orchestrates 3 specialized AI agents (Research, Analysis, Coding) from a single natural language goal using a custom planner with intent detection.

  • πŸ” Dual Tavily web searches with relevance scoring + ChromaDB cross-session memory
  • πŸ’‘ Returns personalized startup ideas with market size, competitors & risk assessment
  • πŸ”§ FastAPI REST layer with Pydantic v2, in-memory task store + n8n workflow automation

FastAPI GPT-4o ChromaDB Tavily Pydantic v2 n8n


Full-stack disaster relief platform connecting affected users to the nearest NGO using PostGIS spatial queries within a 200km radius.

  • πŸŽ™οΈ Multi-modal ingestion: text, Whisper STT, Tesseract OCR β†’ GPT-4o structuring agent
  • βœ… Two-stage AI validation with confidence thresholds + live stock checks
  • πŸ—ΊοΈ NGO admin dashboard with severity-colored live map + JWT-authenticated inventory CRUD
  • πŸš€ Deployed on Railway + Vercel + Neon with Sundarbans flood scenario seed data

FastAPI PostgreSQL PostGIS GPT-4o Whisper Next.js 14 Redis Railway


RAG pipeline ingesting Tesla's 10-K PDF, generating embeddings via HuggingFace, stored in Pinecone, answered by Google Gemini.

Python LangChain Google Gemini Pinecone HuggingFace


πŸ“Š GitHub Stats


πŸ† GitHub Trophies


✍️ Random Dev Quote


⚑ "Build systems that think, scale, and solve." ⚑

Pinned Loading

  1. aira-platform aira-platform Public

    Python 3

  2. ngo-resource-allocation-system ngo-resource-allocation-system Public

    TypeScript 3

  3. tesla-rag tesla-rag Public

    Python 2

  4. vaani vaani Public

    Python

  5. llm-shield llm-shield Public

    Python 2