RAG Clinical Question Answering
RAG pipeline with LangChain and ChromaDB for clinical question answering, including hybrid search (BM25 + dense) and Reciprocal Rank Fusion.
- Python
- LangChain
- ChromaDB
- FastAPI
- Docker
- RAG
Software
APIs, infrastructure, testing, and maintainable systems.
This track emphasises backend services, job queues, URL routing, CI/CD, Terraform, and production-shaped Python/TypeScript repositories.
13 repositories mapped from the shared project catalogue.
RAG pipeline with LangChain and ChromaDB for clinical question answering, including hybrid search (BM25 + dense) and Reciprocal Rank Fusion.
Full-stack enterprise website for a bootstrapped startup. React, Node.js, MongoDB, JWT, and Gmail SMTP. Deployed on Vercel and Render.
Full-stack document chat: upload PDFs and query them through a RAG backend, with JWT auth. React, Node.js, FastAPI, PostgreSQL.
LangGraph agent workflow that analyses security logs with the OpenAI API. Repository description mentions a self-reflection loop and hallucination under 3%.
Real-time collaborative Kanban board with WebSockets, JWT authentication, and role-based access.
URL shortener with rate limiting, caching, and click analytics. FastAPI with SQLite.
TypeScript application with a verified Vercel deployment. The GitHub description field is empty; treat product claims as needing confirmation from the live app.
Contact
Open to internships, applied research, and product engineering roles across AI, data, and software. Reach out with a problem, a dataset, or a product brief.