Coach note

Interviewers ask this kind of question to surface how you think, not what you remember. The strongest answers are specific, calmly told, and end on what changed.

ML system design · Eval design

Your medical imaging model was trained on data from five hospitals but will deploy to hundreds. Design your evaluation strategy to catch distribution shift before it impacts patient care.

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Your medical imaging model was trained on data from five hospitals but will deploy to hundreds. Design your evaluation strategy to catch distribution shift before it impacts patient care.

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