Design email ranking and summarization in Outlook
Company: Microsoft
Role: Machine Learning Engineer
Category: ML System Design
Difficulty: medium
Interview Round: Onsite
Overview: This question evaluates proficiency in designing end-to-end machine learning systems for personalized email ranking and abstractive summarization, encompassing personalization, debiasing and exposure-control methods, feedback-loop management, privacy-compliant data handling, low-latency serving, and safety controls for generated text.
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