iCardio.ai
Head of Engineering
- Built and led the engineering team; owned system architecture and code review while staying hands-on in technical design and implementation.
- Ran the full ML lifecycle — data collection and storage, label acquisition and vetting, model training, evaluation, and deployment.
- Built Encephalon, a HIPAA-compliant customer-facing API serving 20+ models through an async workflow (study creation, DICOM upload, scan start), with models continuously updated, replaced, and re-pipelined.
- Led AI-PACS, an AI-first PACS serving our own models alongside an embedded Vertex AI assistant to accelerate echo reads.