At Shalink & Reyx Infinity Research Hub Pvt. Ltd., I scoped a six-stage AI Clinical Scribe workflow to turn unstructured audio into structured clinical records. I wrote the PRD, coordinated implementation, tested for false positives, and shipped a working FastAPI service.
At Glowvista Instruments Pvt. Ltd., I interviewed QA operators and helped build an AI-powered visual inspection solution on Raspberry Pi 5, reaching 46 FPS and 87.2% accuracy. I also built FinVault, a multi-agent document intelligence platform, and contributed two pull requests to Python 3.14.

