Haitian Ling
Associate Data Scientist
Urbana, Illinois, United States
Summary
👤
Senior🎓
Top SchoolHaitian Ling is an Associate Data Scientist with 9 years of experience blending statistics, mathematics and software engineering to drive data-driven decisions at Gartner. He builds end-to-end ML solutions—productionizing Gradient Boosting forecasting models and automating feature pipelines with Python, scikit-learn and Spark—and is fluent in R, SAS and SQL/noSQL ecosystems. His work spans visualization and delivery, creating dashboards and interactive tools with Tableau, RShiny and Bokeh to translate analysis into stakeholder-ready insights. Academically strong (MS Statistics, UIUC) and research-minded, he published a paper on precipitation prediction using Gaussian Mixture Models and developed a web-crawling pipeline for meteorological data. Pragmatic and detail-oriented, he focuses on reproducible pipelines and tooling that accelerate exploratory analysis for his team.
9 years of coding experience
1 year of employment as a software developer
Bachelor of Science - BS, Mathematics, 3.41, Bachelor of Science - BS, Mathematics, 3.41 at East China University of Science and TechnologyUniversity of Illinois Urbana-Champaign
Chinese, English, Japanese
Github Skills (16)
wallpaper10
windows9
boilerplate8
ranking8
react7
x-plane7
webpack7
eslint7
blender7
nodejs6
javascript6
foundation5
electron5
typescript5
scalable4
Programming languages (2)
Github contributions (5)
SingularityF/PixivWallpaper
Nov 2018 - Jan 2022
Get anime style wallpapers from daily Pixiv high ranking illustrations
Contributions:6 releases, 219 commits, 7 PRs in 3 years 2 months
windowswallpapersillustrationsrankingpixiv
SingularityF/AutoCastle
Nov 2018 - Nov 2018
Contributions:9 commits, 7 pushes, 1 branch in 11 days
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.