At ScribeEMR Systems Pvt. Ltd., I designed and deployed MedScribe Bot, a production pipeline that fine-tunes Qwen-32B with QLoRA to generate structured SOAP notes from medical transcripts. I also built its clinical-data ETL pipeline with automated PHI anonymization.
For WoundCare AI, I architected a HIPAA-aligned serverless voice-to-chart pipeline using AWS Lambda, Step Functions, OpenAI Whisper, and Gemini. It turns provider dictations into EMR-compliant charts, and the chart engine validates 26+ clinical fields per wound with zero-hallucination and zero-omission constraints.
I also developed IM-Nexus to generate prompts and schemas from clinical preference guides, with version control and failover supporting 99%+ uptime. Before ScribeEMR, I worked in data analysis and software development, building SQL reporting pipelines, Tableau dashboards, and Python and ReactJS analytics tools.
