8+ years of product or technical program management experience in healthcare data platforms, interoperability, or machine learning infrastructure, with a focus on clinical data ingestion and transformation, technology-enabled services industry, or a SaaS product. Experience using and writing queries against data for preliminary research to inform solution design. Strong understanding of the software development lifecycle, Agile methodologies, and cross functional collaboration across engineering, informatics and data science teams. Product development experience supporting LLM pipelines or retrieval-augmented generation workflows using structured and unstructured healthcare data. Proven ability to bridge business objectives and platform capabilities in environments requiring data standardization and semantic normalization.