At Truveta, I own healthcare AI architecture for Truveta Intelligence, translating researcher and product requirements into secure production services. I built generative AI workflows combining RAG, semantic retrieval, citations, and guardrails, reducing unsupported responses by 41%.
On Truveta Platform, I modernized healthcare data pipelines and engineered distributed ingestion services, improving cohort-ready data availability by 30% and daily pipeline reliability to 99.9%. I also implemented ML lifecycle controls that cut model rollback time by 46%.
Previously, at Nuna, I built healthcare data pipelines and cloud services for payer and provider analytics. At Rackspace, I developed OpenStack services and automation for managed cloud environments.
