Your question is Multi-Class Classification with Constraints. 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).
Given some business constraints, how will you approach a multi-class classification problem? What if a somewhat reasonable baseline exists in the literature?
Asked in the Round 5 stage. Hiring Manager technical discussion.
Explain how you would clarify requirements, establish a baseline, select and validate a model, and decide whether the literature baseline is suitable for production. Cover data quality, class imbalance, deployment, monitoring, retraining, and how you would handle disagreements between offline results and business outcomes.