Guangmin Shen
Data Scientist
New York, New York, United States
Summary
👤
Senior🎓
Top SchoolGuangmin Shen is a data scientist with a decade of experience building and productionizing ML-driven analytics for ad tech and measurement products. He has led end-to-end efforts—from ETL and feature engineering to model calibration and monitoring—most recently owning AdIntel product health and mapping systems at Sensor Tower and driving measurement models at LiveRamp. His work blends rigorous statistics and modern ML (embedding techniques, ensembles, deep learning) with pragmatic engineering (Python, Spark, ClickHouse, AWS) to deliver measurable business impact, including a >10% revenue uplift from pricing automation at IBM. Comfortable collaborating across DataOps, engineering and product, he often translates complex model outputs into actionable BI and operational metrics. Trained in technical entrepreneurship and grounded in interdisciplinary analytics (marketing mix, econometrics, A/B testing), he combines product sensibility with a knack for building robust pipelines that keep models reliable in production.
10 years of coding experience
7 years of employment as a software developer
Master of Science (M.S.) Technical Entrepreneurship and Management, Master of Science (M.S.) Technical Entrepreneurship and Management at University of Rochester - Simon Business SchoolBachelor's degree Environmental Engineering, Bachelor's degree Environmental Engineering at Tianjin University of Technology
Korean, Chinese, English, Japanese
Stackoverflow
11reputation
0reached
1answer
0questions
Github Skills (4)
r-programming8
selenium6
webdriver6
python6
Programming languages (1)
Github contributions (5)
dmindemon/LoL-project
Nov 2015 - Apr 2016
Contributions:19 commits, 18 pushes, 1 branch in 5 months
dmindemon/TOC-Project
Jul 2016 - Jul 2016
Contributions:12 pushes, 1 branch in 6 days
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