Deploying production-grade AI across 4 major hospitals to automate EHR documentation, freeing doctors to focus back on actual patient care.
Handling unstructured clinical notes with near-zero tolerance for hallucination while maintaining complete HIPAA compliance.
Observed live doctor-patient charting sessions to identify manual overhead bottlenecks.
Created golden datasets and specialized verification loops for healthcare vocabulary.
Connected secure retrieval pipelines directly into hospital data lakehouses.
Deployed medical compliance telemetry to track every single model generation.