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VedVerse77/README.md

Hi there, I'm Vedant Shimpi πŸ‘‹

Building AI-powered systems, RAG pipelines, and full-stack applications


πŸš€ About Me

  • B.Tech in Information Technology @ VJTI, Mumbai (CGPA: 8.05/10.0) β€” Class of 2028
  • Passionate about AI/LLM systems, especially RAG pipelines and multi-agent architectures
  • Full-stack developer comfortable across React/Next.js frontends and Node.js/FastAPI backends
  • Based in Mumbai, India
  • Reach me at [email protected]

πŸ› οΈ Tech Stack

Languages

Frontend

Backend / APIs

Databases

AI / LLM

Tools


🌟 Featured Projects

πŸ” RagNexus β€” LangChain β€’ Qdrant β€’ Python β€’ BM25 β€’ Transformers

A modular, production-grade RAG pipeline for enterprise document Q&A at scale. Combines dense vector embeddings (Qdrant) with BM25 sparse retrieval through weighted fusion, layered with HyDE query expansion and a cross-encoder (MiniLM) reranker to boost precision. Evaluated using RAGAs metrics (faithfulness, answer relevancy, context recall). Hardened with JWT auth, per-tenant data isolation, and rate limiting for multi-tenant use.

🧠 ResearchMind β€” FastAPI β€’ LangChain β€’ Python β€’ BeautifulSoup β€’ React β€’ Groq

A local multi-agent research assistant orchestrating a 4-phase pipeline (search β†’ scrape β†’ draft β†’ critique) using LangChain agents. Features a writer–critic chain architecture where one agent drafts structured reports and another scores/critiques them against a fixed rubric β€” all exposed via a FastAPI + React app.

πŸ§ͺ LabTrack β€” React.js β€’ Node.js β€’ Express.js β€’ Supabase β€’ Socket.IO β€’ Tailwind CSS

A full-stack lab asset & complaint management system with role-based access control, real-time Kanban complaint tracking via Socket.IO, AI-assisted complaint prioritization with SLA monitoring, and analytics dashboards with CSV/Excel/PDF export.


πŸ“Š GitHub Stats


⭐️ Always open to collaborating on AI, RAG, and full-stack projects β€” feel free to reach out!

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