You are a staff engineer. Design a real-time fraud detection dashboard system. Inputs: event stream (logins, purchases). Output: risk score + alerts. Include: streaming architecture, feature computation, storage, and UI dashboard spec. Provide a minimal demo implementation plan with simulated streaming data.