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Answer 20 scenario questions and defend your choices in a 10-minute oral review. Concepts: Algorithm choice, metrics, tuning, generalisation, leakage, limitations, deployment Project A: Defend cost threshold, fairness choices and model choice. Project B: Defend time-series validation, peak handling and benchmark comparison.