Doug Hains
Applied Science Manager, Experimentation (Weblab)
Seattle, Washington, United States
Summary
👤
Senior🎓
Top SchoolDoug Hains is an applied science leader with 18 years of experience building experimentation and causal-inference analytics at Amazon-scale, currently managing Weblab experimentation efforts from Seattle. He blends deep research (PhD in Computer Science) with hands-on engineering to deliver large-scale, human-interpretable machine learning and empirical Bayes solutions for decision-making. A former lecturer at the University of Washington, he also designs graduate curricula to help practitioners apply statistical modeling and ML at scale. Known for advancing potential-outcomes methods in production experimentation, Doug’s work sits at the nexus of causal inference, interpretability, and systems that run millions of experiments reliably.
18 years of coding experience
10 years of employment as a software developer
Doctor of Philosophy (PhD), Computer Science, Doctor of Philosophy (PhD), Computer Science at Colorado State UniversityBachelor of Science (BS), Computer Science, 3.98 GPA, 4.00 Major GPA, Graduated Summa Cum Laude, Bachelor of Science (BS), Computer Science, 3.98 GPA, 4.00 Major GPA, Graduated Summa Cum Laude at Penn State University
Github Skills (2)
2d-game10
game-development9
Programming languages (1)
Github contributions (2)
dhains/datasets
Jan 2017 - Oct 2017
Contributions:8 pushes, 1 branch in 9 months
wesnoth/wesnoth
Mar 2008 - Aug 2008
An open source, turn-based strategy game with a high fantasy theme.
Contributions:34 commits in 4 months
2d-gameturn-based-strategygamec-plus-plusstrategy
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