At ANSR, I worked with HR, Procurement, and Legal teams to identify problems worth solving and ship AI solutions from idea to live use. I delivered working v1 tools in days using RAG pipelines, AI agents, and automation workflows.
I built a RAG-based legal search assistant that finds relevant passages and answers questions in plain language, with downloadable source references. The legal team could use it independently without engineering support for day-to-day operation.
At Hindustan Aeronautics Limited (HAL), I built and shipped a Python GUI tool that automates aviation dataset conversion and is used daily by the team. I also evaluated AI and OCR model outputs at Perfecter.AI, and I'm building a Valorant AI coach that analyzes live gameplay.

