End-to-End Patient Outcome ML System

Hard

System DesignFeature StoreFeature DriftModel Serving

Problem

How would you design an end-to-end machine learning system for predicting patient outcomes from medical data, including data ingestion, training, deployment, monitoring, and failure handling at OWKIN?

Practicing as: Research Scientist interview at OWKIN

Hi, I'll play your OWKIN interviewer for the Research Scientist role. Candidates describe these interviews as often stressful and moderately difficult, so expect me to be direct and to the point. Take your time with the question above and answer like we're in the room.

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