Yang Liu
Machine Learning Researcher
Chaoyang District, Beijing, China
Summary
👤
Senior🎓
Top SchoolYang Liu is a machine learning researcher anchored in a strong mathematical foundation with nine years of experience bridging academia and industry. He holds a Ph.D. in Computational and Applied Mathematics and specializes in machine learning, deep learning, data analysis, Python, Fortran, and high-performance computing (MPI, OpenMP). At JD Technology, he led federated learning initiatives for smart cities, developing eight core federated algorithms (e.g., Federated Forest, Federated Boosting) and guiding platform design, deployment, and privacy-preserving data sharing. Earlier at Southern Methodist University, he built distributed-memory HPC methods using MPI and Hypre, achieving robust parallel speedups and scalable performance. Based in Beijing's Chaoyang District, Yang combines rigorous research with practical product development and teamwork, and is open to connecting with researchers and engineers who value theory-driven, scalable ML in real-world contexts.
10 years of coding experience
6 years of employment as a software developer
Bachelor's degree, Applied Mathematics, 3.6, Bachelor's degree, Applied Mathematics, 3.6 at The University of Texas at ArlingtonNanodegree, Artificial Intelligence, Nanodegree, Artificial Intelligence at UdacityDoctor of Philosophy (Ph.D.), Computational and Applied Mathematics, 3.7, Doctor of Philosophy (Ph.D.), Computational and Applied Mathematics, 3.7 at Southern Methodist UniversityBachelor's degree, Applied Mathematics, Bachelor's degree, Applied Mathematics at University of Science and Technology Beijing
French, English, Chinese
Github Skills (16)
machine-learning4
regression4
deep-learning3
benchmark3
classification3
data-science3
kaggle3
ranking2
lightgbm2
gpu2
optuna2
h2o2
python2
xgboost2
gbm1
Programming languages (1)
Github contributions (5)
liuyang21cn/Advanced-Machine-Learning-Specialization
Jan 2018 - Apr 2018
Coursera Advanced Machine Learning Specialization
Contributions:76 commits, 66 pushes, 1 branch in 2 months
specializationdata-sciencedeep-learningmachine-learningadvanced-machine-learning
liuyang21cn/Coursera-Deep-Learning
Nov 2017 - Feb 2018
Contributions:47 commits, 42 pushes, 1 branch in 3 months
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.