Summary
Lin Zhu is a senior staff machine learning engineer in the San Francisco Bay Area with 11+ years applying ML to recommendation systems, search, NLP, knowledge graphs and large language models. She has led cross-functional teams at LinkedIn and Pinterest—most recently as tech lead for notifications—building production recommender and knowledge-graph systems that power personalization at scale. Lin combines research-grade modeling (GNNs, skill embeddings, LTR) with hands-on engineering for low-latency, high-throughput services, drawing on early experience building high-concurrency systems at Xiaomi and product-focused tools for e-commerce sellers. Notably, she drove LinkedIn’s member skills standardization and knowledge-graph efforts across 20+ engineers, a blend of leadership and deep technical ownership that consistently turns complex ML research into reliable production features.
11 years of coding experience
12 years of employment as a software developer
Master’s Degree Computer Technology, Master’s Degree Computer Technology at Zhejiang University