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End-to-End Patient Risk ML System

Hard
System DesignFeature StoreFeature DriftModel Serving

Problem

How would you design an end-to-end ML system to predict patient risk and serve scores to downstream teams at Roivant Sciences?

Practicing as: Data Scientist interview at Roivant Sciences

Hi, I'll play your Roivant Sciences interviewer for the Data Scientist role. Candidates describe these interviews as mixed and moderately difficult, so expect me to be professional and fair. Take your time with the question above and answer like we're in the room.

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