I've built SAH.ai, a hackathon-winning multilingual RAG system for searching and understanding 100K+ Maharashtra Government Resolutions using FastAPI, ChromaDB, BGE-M3, GEMMA, and Gemini.
At Innodata, I evaluated multimodal AI interactions for accuracy, instruction following, reasoning, and safety, while performing quality assurance and error analysis for training datasets. I also automated annotation workflows with Pandas and prepared supervised datasets for LLM training.
During my Python internship at Pentation Analytics, I migrated BFSI data workflows from R to Python and FastAPI, and built an asynchronous ingestion pipeline for concurrent uploads and reliable database persistence. I've also developed DevSecOps and API monitoring products using FastAPI, React, MongoDB, MySQL, Redis, JWT, Trivy, and SonarQube.
