Your question is Prevent Data Leakage in Features. 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).
What is data leakage, what are its subtle forms in time-series and user-interaction data, and how do you prevent it during feature engineering?