StudyTogether — Real-Time Collaborative Study Platform Full-stack MERN app for virtual study rooms with live chat, resource sharing, and an in-room AI assistant.
Technical details
- Features: JWT auth, room creation/joining via code, real-time chat (Socket.io), file sharing via Cloudinary, AI assistant powered by Ollama (Phi-3 Mini / Mistral 7B), responsive UI.
- Frontend: React (Vite), Tailwind CSS, Socket.io-client
- Backend: Node.js, Express.js, MongoDB, Socket.io
- Deployment: Vercel (frontend) + Render (backend); fixed SPA routing via
vercel.jsonrewrites. - Links: [repo] · [live demo]
ClinIQ — Offline RAG System for Clinical Q&A Fully local RAG pipeline: doctor asks a question, system searches 100+ medical documents via hybrid search, and a local LLM generates a cited answer — no internet, no cloud.
Technical details
- Pipeline: Hybrid retrieval (BM25 + BioBERT vector search) → Reciprocal Rank Fusion → confidence threshold → Phi-3 Mini generation with citations.
- Stack: Phi-3 Mini (Ollama), BioBERT embeddings, ChromaDB, BM25, Streamlit, Python 3.10
- Dataset: MTSamples (Kaggle)
- Built as: ML Engineer, 5-person team, TNSDC Naan Mudhalvan 2026 hackathon
- Links: [repo] · [demo]
Full-Stack
ML / AI
Languages & Tools
Open to SDE-1 / Full-Stack / ML Engineer roles · vinothanakrish05@gmail.com