Your question is Feature Engineering for Time-Series or RF. 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).
Walk us through your approach to feature engineering when dealing with raw, unstructured time-series or RF data.