System Design · Meta · Hard
Design a ranking service for Instagram Shopping’s home feed that jointly optimizes three outcomes: buyer GMV, buyer satisfaction, and fairness across sellers. The service must estimate the probability of purchase, the risk that the item is returned, and the buyer’s post-purchase satisfaction. It must also guarantee each seller a minimum level of visibility, actively explore sellers that are new or lack engagement history, and remain robust against fake sellers and…
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