At Kaizen Gaming, I own the AML product domain across 20 international gaming markets. I lead the AML Risk Assessment Service, an automated engine that evaluates player profiles against regulatory and business-defined risk factors.
I also own screening and operational workflows for AML risk indicators, including integration with LexisNexis screening services. Improved requirements refinement reduced production bugs by 10%, while automated testing practices contributed to a 20% increase in delivery speed.
At Farmers Insurance, I designed and shipped an AI-driven churn-scoring engine and an omnichannel automation suite. These initiatives contributed to a 20% year-over-year reduction in churn across more than 1M policyholders, while the automation suite increased First Contact Resolution by 60%.
At Boletia, I worked across product growth, AI demand prediction, ticketing, payments, and fraud prevention. The demand-prediction product generated €500K in revenue within six months, and the fraud system I built reduced chargebacks by approximately 70%.

