Led the data science team behind Shopify Protect, a full-stack, ML-driven fraud protection solution for Shop Pay transactions.

Built and improved ML models for buyer risk detection across hundreds of millions of buyers, optimizing both fraud detection accuracy and margins across the free and paid tiers.