At LaunchGood Inc., I own fraud detection strategy and suspicious activity escalation for a transaction monitoring function covering payments across 153 countries. I redesigned detection around IP, device and browser signals, reducing the fraud loss rate from around 1% to 0.02% without measurable increases in false positives or customer friction.
I also built the team’s investigation quality framework and an operational intelligence layer that includes an in-house AI investigation assistant, cutting average investigation time by 50%. Before LaunchGood, I handled transaction monitoring at LaunchGood and KYC, CDD and enhanced due diligence for Euronet Worldwide (Ria Financial) clients across the Africa corridor.

