Rohan transfers ₹50,000 to an unknown VPA at 3:00 AM from a new device in Jharkhand. How an enterprise risk engine evaluates payment fraud in under 50 milliseconds using Redis sliding windows, velocity tracking, and dual-path ML scoring.
This deep-dive architectural analysis is part of the System Design & 75 Labs pass.