Your question is Design a Secure Scalable ML Platform. 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 powered decision service for an enterprise product. The system must serve predictions in production, support frequent model updates, and protect sensitive customer data while handling growth in traffic and usage.
What considerations would you take into account for scalability and security in your designs?