Product builder/ leader specialized in data and AI/ML products for bio/ medicine.
Strategic lead for several large-scale data and AI/ML platforms (eg billions of clinical records, 100s of models), driving product development from concept to commercial impact.
Lead 0-to-1 development of clinical AI product, taking a proprietary foundation model from internal capability to externally consumable product with multiple surfaces (e.g. API).
Drive product strategy across payer, provider and life sciences markets, transitioning revenue streams from services to product based and enabling deals worth $400k+ ACV.
Product Manager | 2022-2024
Led platform that improved data product discoverability—driving 50% YoY revenue growth and enabling deals worth $1.75M+ TCV—and streamlined delivery, reducing costs by 80%.
Oversaw ML/AI enrichments (extraction + imputation), which increased observations by 4x.
Built materials that drove significant commercial impact (e.g. deals worth $500k+ ACV).
Drove CLIA certification process, to enable service to be sold as a clinical lab test.
Scaled commercial traction from ~1 deal/quarter to 1–2 deals/month.
Manager, Bioinformatics Engineering | 2020-2021
Bioinformatics Engineer | 2019-2020
Developed data platform to support ML model training and development. Grew data 35% YoY through partnerships and public data, building one of the largest datasets of its kind (50k+ genotype-phenotype samples).