Zhaoce Liu
Data Scientist II - Originations
Dallas, Texas, United States
Summary
👤
Senior🎓
Top SchoolZhaoce Liu is a data scientist with a Ph.D. in Statistics and nine years of experience applying advanced statistical methods and machine learning (XGBoost, LightGBM, deep learning) to survey research, credit originations, and risk analytics. At GM Financial he translates complex models into business-ready solutions, and previously at Mathematica he designed probability and non-probability sampling and weighting schemes that informed policy research and publications. Proficient in Python, SAS (including Macros, IML, Graph), R, and a broad suite of statistical tools, he has a track record of automating model workflows and reducing operational effort in scoring systems. He pairs strong technical rigor from academic research—such as simulation work on dual-frame estimation—with clear communication to present methods to stakeholders and publish findings. Based in Dallas, Zhaoce brings an unusual blend of survey methodology expertise and production ML experience, with an early interest in speech processing that informs his broader curiosity in applied machine learning.
9 years of coding experience
2 years of employment as a software developer
Master of Science (M.S.), Statistics, Master of Science (M.S.), Statistics at Sam Houston State University北京大学附属中学Bachelor's degree, Mathematics, 3.61, Bachelor's degree, Mathematics, 3.61 at Capital Normal UniversityDoctor of Philosophy (Ph.D.), Statistics, Doctor of Philosophy (Ph.D.), Statistics at Southern Methodist University
English, Chinese
Github Skills (37)
speech7
speech-to-text6
thai5
speech-recognition5
jekyll-theme5
jekyll5
speech-synthesis5
text-to-speech5
pascal-compiler5
dnd-tools5
linguistics5
microsoft4
spectral4
wavelet4
python3
Programming languages (4)
Github contributions (5)
hellolzc/hellolzc.github.io
Nov 2017 - Oct 2023
My blog site~
Contributions:2 PRs, 22 pushes, 1 comment in 5 years 11 months
blog-sitemy-blogjekyll
hellolzc/vno-jekyll
Nov 2017 - Oct 2023
Another ported theme for Jekyll
Contributions:4 PRs, 3 pushes in 5 years 11 months
jekylljekyll-theme
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