Production ML
Healthcare automation with measurable operational impact.
OCR, Kafka, Kubeflow
Work Surface
What I build
Research Systems
Computer vision pipelines for video, MRI, and detection tasks.
PyTorch, CV, datasets
Infrastructure
Data and deployment systems that keep ML work maintainable.
GitHub Actions, DBT, Snowflake