System Design · Microsoft · Hard
You are asked to design a moderation system for seller-submitted product descriptions on a marketplace that stores billions of listings. The system must address both the machine learning modeling and the surrounding production infrastructure: real-time upload decisions, human review, seller appeals, monitoring, and model updates. Do not treat “inappropriate” as a single binary label. Explain how policy category, severity, confidence, language, and context determine the…
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