Your question is Data Quality and Feature Engineering. 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 did you handle data quality issues or feature engineering in your past projects?