Design an ML platform portal

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Design the portal that machine learning engineers use to work with the company's ML platform: finding datasets and features, launching training jobs, tracking experiments, registering and deploying models, and watching them in production. Cover the main user journeys, the services behind the portal, permissions, and how it stays useful as teams and models multiply.

NetflixML designLast asked Feb 2026
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