At Appedology Pvt. Ltd., I migrated production document extraction from the OpenAI API to self-hosted Gemma 3 27B on multi-GPU infrastructure, keeping patient data in-house and eliminating per-document API cost.
I also built medical billing automation that processes 5K+ documents daily at 92–95% accuracy, extracting billing fields from bulk PDFs and pushing validated records to dashboard APIs.
At Irvinei Pvt. Ltd. (USA) - Remote, I built real-time surveillance that detects events including fire, weapons, parcels, babies, pets, gestures, and poses. I also developed a LangGraph assistant connecting natural-language requests to web search, knowledge, and IoT device control.
At Jami Partners Pvt. Ltd., I developed a multi-stage fingerprint verification pipeline for UBL, MCB, and NBP, converting models to TFLite for validation before the NADRA API. My work spans applied AI systems across healthcare, fintech, and surveillance.
