Welcome to your interview.
The question is on your right: Design a Ride Matching Ranker. Take a moment with it first.
Talk your thinking through with me if you like - when you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes). Discussion and graded submissions share your five interviewer interactions, so spend them well.
You are designing the ML architecture for a ride-sharing application. Riders request trips, nearby drivers are considered, and the system must decide which drivers to surface and in what order so pickups are fast and marketplace efficiency stays healthy.
Design a scalable architecture for a ride-sharing application.