Services
Payments systems & architecture
Fraud & abuse mitigation
Fractional product leadership
ML & data strategy for risk
- Payments & Risk System Design — reduce declines, improve reconciliation, and lower chargebacks without hurting UX.
- Fraud & Abuse Programs — policy, tooling, and operational playbooks that cut losses and scale reviews.
- Advisory & Audits — technical and operational audits, investor due diligence support, and remediation roadmaps.
Selected Results
PayPal: Launched PayPal Here — scaled to >$4B in processed swipe payments in under a year while maintaining risk controls.
Facebook: Built cross-company device ID and chargeback programs that clawed back $10M+, and improved compromised-account detection 3×.
Dosh: Reduced a primary affiliate-abuse loss pattern from ~$2M/quarter to under $500 within two quarters through product, data, and policy changes.
Who I Work With
Engagement Formats
- Advisory retainer (4–8 hrs / month)
- Short-term project (30–90 days): audits, platform fixes, or product sprints
- Fractional leadership (part-time interim product/risk lead)