Jim Liu
Associate Data Scientist
Dallas, Texas, United States
Summary
👤
Senior🎓
Top SchoolJim Liu is an Associate Data Scientist based in Dallas with eight years of analytic and engineering experience, currently improving search and pricing systems at Amadeus using causal inference and machine learning. He holds an MS in Statistics from Georgia Tech and blends rigorous probabilistic modeling with practical data engineering from prior internships in pricing, operations research, and contracts. At Amadeus he focuses on making journey servers and search engines more accurate and robust, translating causal insights into production-ready features. His background as a Bayesian statistics teaching assistant signals strong foundations in uncertainty quantification and experimental design. Jim’s cross-domain experience—from financial regulatory work to biotech pricing teams—gives him an uncommon ability to bridge business constraints and technical solutions. He is pragmatic about deploying models and attentive to the downstream impact of algorithmic changes on user journeys.
8 years of coding experience
Bachelor of Science - BS, Risk Management and Insurance, Bachelor of Science - BS, Risk Management and Insurance at National Chengchi UniversityMaster of Science - MS, Statistics, Master of Science - MS, Statistics at Georgia Institute of Technology
Chinese, English
Github Skills (1)
machine-learning2
Programming languages (2)
Github contributions (5)
Peacock-Biscuit/ai-career-prep
Sep 2020 - May 2026
Contributions:9 pushes, 1 branch in 5 years 9 months
Peacock-Biscuit/data-science-fundamentals
Jul 2019 - Nov 2021
The repository is to document skills that a data scientist needs to acquire
Contributions:159 commits, 171 pushes, 2 branches in 2 years 4 months
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