Design Fraud Detection

Fraud detection is the adversarial classification question: extreme imbalance, labels that arrive months late, an opponent who adapts to your defenses, and a hard latency budget inside the payment path. It is a staple at fintech companies and a favorite probe of production maturity everywhere else. This walkthrough follows the Interview Framework for card-payment fraud at a payments platform.