Your question is Custom Metric or Loss. 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).
Implement a custom evaluation metric or loss function in Python utilizing standard numerical libraries.