All work
Medical imaging pipeline
A HIPAA-compliant vision-language model deployment behind a DICOM ingestion pipeline for a healthcare client.
- Client
- Healthcare client
- Year
- 2025
- Role
- Head of AI at sense.ai
- Stack
- Vertex AI
- DICOM
- MLOps
The problem
The client wanted medical image processing and analysis automated, without protected health information ever leaving its environment.
What I built
A vision-language model on Vertex AI behind a DICOM ingestion pipeline. Protected health information stays inside the client’s own controlled environment through processing, analysis and storage.