Xu Liu is a Machine Learning Engineer in Sunnyvale with three years of industry experience building and deploying ML systems at Facebook. He specializes in end-to-end model development for Feed and Notifications, applying techniques like weighted logistic regression, multi-head gating, and user-history embeddings to close gaps between offline gains and online impact. Xu has led feature-health monitoring and selection pipelines to ensure robust production performance and drove measurable topline improvements through incremental and engagement-based models. His background includes a PhD in Theoretical and Mathematical Physics from UCLA, giving him strong analytical and modeling foundations that he applies to practical, large-scale problems. Outside core ML work he pursues 3D reconstruction and 3D printing interests, reflecting a hands-on curiosity for spatial computing and applied research.
3 years of coding experience
University of Science and Technology of China
Phd, Theoretical and Mathematical Physics, Phd, Theoretical and Mathematical Physics at University of California, Los Angeles
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