I built Stoic, a multimodal RAG search and answer platform that delivers cited answers across documents, media, and live web search. Its retrieval system uses semantic chunking, Voyage AI embeddings, and HNSW-indexed pgvector search.
For CodeZaro, I developed an AI code-review backend with structured diagnostic feedback, JWT authentication, and encrypted user credentials. I containerized the service with Docker and deployed it on Render.
At KGiSL MicroCollege, I built a Python data pipeline to analyze coffee quality across 1,300+ records and deployed a Power BI dashboard covering 50,000+ IMDb records. I also built KinMax AI’s LLM evaluation system for scoring interview responses and providing real-time feedback.
