Recommend Connections Through Mutual Friends and Evaluate the Ranking
Company: Fireworks
Role: Machine Learning Engineer
Category: ML System Design
Difficulty: medium
Interview Round: Onsite
Overview: Build mutual-friend connection recommendations, define bounded candidate scores, and distinguish affinity ranking from NDCG evaluation with independent labels.
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