At TCS Research, I engineered an end-to-end automated program repair framework integrating LLMs with Gherkin-based behavioral specifications. I translated high-level scenarios into verifiable constraints to help ensure generated patches met intended functional behavior.
As an open source contributor to DIPY, Hiperhealth, and Arxlang, I enhanced documentation, proposed GPU parallelization, and resolved a bug. I also designed intraday trading algorithms for the Indian stock market and built projects including a Lime language compiler and an autonomous AI agent ecosystem.

