About
I’m a Senior Solution Architect / Data Engineer working in consulting, specializing in data platforms for pharma and life sciences.
Most of my work sits at the intersection of three things: Databricks lakehouse architecture, Salesforce Life Sciences Cloud as a commercial/medical system of record, and the data warehouse and MLOps infrastructure that ties them together. In practice that means a lot of time spent on governance (Unity Catalog, access control across commercial/medical/clinical boundaries), CRM-to-warehouse integration patterns, and building ML pipelines that hold up under pharma change-control requirements — not just standard CI/CD.
I write up patterns and lessons from that work on this site, and keep a few project write-ups (anonymized where client confidentiality requires it) under Projects.