At Snorkel AI (via HireArt), I reviewed software engineering tasks from real-world GitHub pull requests across Python and JavaScript codebases. I authored outcome-based test suites to verify end-to-end behavior and collaborated with a distributed engineering team to resolve submission discrepancies.
I built NIT Patna Market, a full-stack marketplace serving 1,000+ university students. It supports role-based access, college-email signup verification, and buyer-seller chat.
For NIT Patna Market, I implemented a dual-mode image pipeline that cut image load times by 30%. I also deployed it as a PWA, with the project handling 500+ daily transactions and indexed MongoDB queries achieving sub-100ms response times.
I built VectorForge, a C++17 vector database and RAG engine with interchangeable search algorithms and a multi-document pipeline. It exposes REST endpoints for insert, delete, search, and benchmarking, with live visualization of semantic clusters.
