Your question is Hyperparameter Tuning in Production. 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).
Give an example of using hyperparameter tuning to train ML models in production, including how you validated improvements.