Your question is Probability, Bayes Theorem, and Optimization Case Study. 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).
How would you solve a case-study round that includes probability, Bayes Theorem, and numerical optimization problems?