I've built B2B platforms at Fairmatic, Nirvana Insurance, MetaMap, and FinBit that turn complex insurance, lending, identity, and risk workflows into scalable products. My work spans digital underwriting, ML-backed risk decisioning, document parsing, API products, analytics, and developer tools.
At Fairmatic, I led the Digital Underwriting Workstation from discovery through launch, replacing fragmented Excel quoting with a unified submission-to-bind workflow. I made every quote trackable and built eligibility and pricing controls that flagged roughly 20% of out-of-appetite submissions, saved about four days of manual work per application, and reduced mispriced or non-compliant quotes by about 70%.
At Nirvana Insurance, I led the underwriting, a risk decisioning platform for a $100M+ commercial auto insurance portfolio, adding explainability, audit, tracing, self-service rules, and model-monitoring views. Pricing experiments improved bind rate by 30%, while AI backed recommendation adoption reached 85%.
Earlier, I owned 80+ Latin America government identity-verification integrations at MetaMap and helped grow FinBit's ARR 25x as a founding product leader before its acquisition by Envestnet | Yodlee. I also independently build AI-assisted products, including a medical college decision-support app that converts fragmented admissions data into recommendations in under a minute.
