At Prypco, I built and productionized a GenAI document intelligence platform processing 1,000+ mortgage applications monthly, reducing validation time from 72 hours to 15 minutes.
I developed a high-concurrency Python and FastAPI validation engine using Azure Document Intelligence and GPT-4, achieving approximately 92–96% extraction accuracy. I also built human-in-the-loop workflows through WhatsApp Business API and Slack that reduced Mortgage Advisor review time by 70%.
At Developers Inc., I architected a HIPAA-compliant GenAI audio-to-insights platform for 50,000+ clinical encounters annually, saving practitioners 260+ hours per year and improving patient adherence by 22%. I also delivered computer vision, OCR, retrieval, and FastAPI applications for healthcare and prop-tech workflows.
Across AWS and Azure, I build LLM, NLP, computer vision, and MLOps systems—from BERT and RAG pipelines to real-time voice agents—with measurable accuracy, latency, uptime, and operational impact.
