Design a People You May Know System

Design an ML system that suggests people a user may know on a social network. The system should leverage the social graph, mutual connections, shared affiliations, and interaction patterns. Consider graph neural networks, how to handle the massive scale of social graphs, privacy constraints, and how to evaluate recommendation quality.