Financial Fraud Detection
Core ML problem at Stripe, PayPal, Square, and any fintech. Tests: real-time inference requirements, sequence modeling (user transaction history), extreme class imbalance (fraud is 0.1%), and the asymmetric cost of false positives (blocking legitimate transactions).
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