Building AI-powered products that solve real problems in compliance, customer retention, and operational efficiency. From predictive models that save millions to automation systems that scale without adding headcount, I deliver measurable business impact through smart technology.
Building AI-powered products that solve real problems in compliance, customer retention, and operational efficiency. From predictive models that save millions to automation systems that scale without adding headcount, I deliver measurable business impact through smart technology.
Four detailed case studies showing how I approach real fintech problems: adaptive compliance, predictive retention, AI-powered routing, and behavioral segmentation.
View Case Studies →15+ years building AI products at Amazon, USAA, LoanCare, and ServiceMac. Led teams delivering $38M revenue lift, $12M cost savings, and 5.2x ROI on compliance platforms.
See Full Experience →Hands-on expertise with Python, ML frameworks, NLP, and MLOps. I don't just define products—I can validate technical approaches, write proof-of-concepts, and speak the language of data scientists.
Explore Capabilities →Available for conferences, podcasts, and workshops on AI in fintech, product strategy, automation, and building high-performing product teams.
Book Speaking →I believe AI should solve real business problems—not just be impressive technology. In financial services, that means building products that prevent violations before they happen, retain customers before they churn, and optimize operations without sacrificing human judgment. The best AI products feel invisible to users but transform outcomes for businesses.
Products that balance innovation with risk management, speed with compliance, and automation with human oversight
Every product decision ties to KPIs. I've delivered $38M revenue increases, $12M cost reductions, and 5.2x ROI improvements because I design for outcomes, not features.
Fintech requires balancing speed with caution. I know how to move fast without breaking compliance, how to innovate within regulatory constraints, and when to push boundaries vs. play it safe.
I'm the translator between data scientists, engineers, compliance officers, and executives. I speak all their languages and align them toward common goals without getting lost in politics.
Leading AI/ML product initiatives at Fortune 500 financial services companies
Track record of delivering high-impact AI products in financial services
Whether you're building compliance platforms, customer retention systems, or operational automation—let's talk about how to approach the problem differently.