Healthcare & Medical

Clinicians lose hours to manual documentation, and critical patient context is scattered across records, slowing care and raising the risk of medication errors.

Engineered a context-aware, FHIR-integrated clinical platform that reads the patient record in real time to power ambient clinical documentation, smart dosage and medication-safety guidance, and billing support — all inside the clinician's existing workflow. Deployed in production with providers across Australia and New Zealand.

Consultation notes take clinicians significant time to write up accurately, cutting into patient-facing hours.

Delivered an AI medical scribe that converts consultation audio and text into accurate, care-ready clinical notes, with automated SOAP note generation and full HIPAA / PIPEDA compliance, integrating seamlessly into existing clinical workflows.

Healthcare documentation in non-English medical dialects lacks accurate speech recognition support.

Developed custom ASR training and evaluation frameworks optimized for a localized medical dialect, using self-supervised learning, LoRA/QLoRA fine-tuning, and robust audio-cleaning pipelines — delivered as an MVP that secured significant seed funding.