Siming Zhang
Artificial Intelligence Engineer at 华为
Miami, Florida, United States
Summary
👤
Senior🎓
Top SchoolSiming Zhang is an Artificial Intelligence Engineer with a decade of experience applying statistical modeling and machine learning to real-world business problems, currently based in Miami and working at Huawei. With Master's training in Business Analytics and a Bachelor's in Applied Statistics, Siming has built high-accuracy models—ranging from a top-10% Kaggle competition entry that cleaned 180M+ rows to production-focused Random Forest sales forecasts used to segment stores and drive a 5% uplift. Proven across industries (telecom, retail, energy, academia), Siming combines strong Python/R/SQL skills with hands-on experience in data cleaning, resampling for imbalanced classes, and model deployment workflows. Notably, Siming balances industry roles with academic ties as an Assistant Professor at Dartmouth, reflecting a blend of research rigor and practical impact.
10 years of coding experience
Bachelor's degree, Applied Statistics, Bachelor's degree, Applied Statistics at Sun Yat-Sen UniversityMaster's degree, Business Analytics, Master's degree, Business Analytics at University of Miami
Github Skills (2)
causal10
r-package2
Programming languages (2)
Github contributions (5)
xinhe-lab/ctwas
Dec 2020 - Sep 2022
package for the causal TWAS project
Contributions:100 commits, 1 PR, 95 pushes in 1 year 9 months
twascausal
szhaolab/lab-wiki
Mar 2022 - Feb 2025
Contributions:2 PRs, 30 pushes in 2 years 11 months
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