Your question is Design a Resident Recommendations System. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
You are building an ML system that recommends the next best actions, listings, or workflows inside a property management platform. The system should personalize what users see across operational surfaces and adapt as user behavior and property context change.
Can you explain the architecture of a system you’ve designed?