Tianbing Xu
Research Scientist/Software Engineer @ Facebook
About
About 10 years of machine learning research and engineering experience in industrials and labs. 1. Fundamental research on Reinforcement learning, Large Language Models, and within the broader realm of Machine Learning. 2. Practical Engineering on machine learning/deep learning large-scale end-to-end models and systems. 3. Model Deployed and Production Launched in Ads Ranking, LLM Applications.
United States
San Francisco Bay Area
Computer Software
Machine Learning, Optimization, C++, Statistical Modeling, Big Data, Statistics, Algorithm, Optimizations, Programming, Algorithms, Java, Hadoop, Linux, Bayesian statistics, MapReduce, Parallel Programming, Algorithm Design
Experience
Research Scientist/Software Engineer
Menlo Park
Large Scale Machine Learning Models and Systems 1) Develop efficient learning and inference for CTR prediction 2) End-to-End ML: data, features, model training and serving systems 3) Deployed and launched CTR prediction in production
Software Engineering Intern
Menlo Park
Machine Learning in Ads Ranking Team.
Research Intern
Microsoft
Redmond, WA
Machine Learning and NLP groups Dual average methods for the online sparse classification/regression. Parsing reranking NLP task.
Education
UC Irvine
Computer Science
Large Scale Machine Learning, Bayesian Inference.
Binghamton University
Computer Science
Zhejiang University
Computer Science
Tianbing Xu's Contact Information
Phone
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