Feature Store Design

Asked at Uber (Michelangelo), Airbnb (Zipline), LinkedIn, and any company with a mature ML platform. The feature store is the central infrastructure that enables ML at scale. Training-serving skew — where features computed differently offline vs. online — is one of the most common production ML bugs.

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