Patrick Doupe
Principal Data Scientist
Berlin, Germany
Summary
👤
Senior🎓
Top SchoolPatrick Doupe is a Principal Data Scientist with 11 years of experience translating causal inference, experimentation and ML into measurable product and pricing impact across AdTech and e-commerce. Based in Berlin, he has led cross-functional teams and technical workstreams at Delivery Hero and Zalando, driving double-digit profit improvements from pricing strategies, a +20% booked-budget uplift from a pricing experiment, and bandit systems for vendor budget optimization. Trained as an economist with a PhD, he blends rigorous quasi-experimental methods with production ML—building tools to estimate long-run CLV from short-run A/B results and scaling quasi-experimental analysis across organizations. He mentors senior scientists, runs cross-team forums to improve measurement practices, and brings an unusually broad toolkit spanning forecasting, operations research, deep learning for satellite imagery, and causal evaluation.
11 years of coding experience
12 years of employment as a software developer
Australian National UniversityThe University of Melbourne
English, German, stata, python, r, scala
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (54)
pytorch10
python10
arima10
nlg10
machine-learning10
natural-language-generation10
eager10
deep-learning10
data-science9
anomaly-detection9
prophet9
exponential-smoothing9
tensorflow9
ets9
forecasting9
Programming languages (4)
Github contributions (5)
patrick-dd/landsat-landstats
Feb 2016 - Jun 2016
Contributions:101 commits, 112 pushes, 1 branch in 4 months
patrick-dd/vimrc
Oct 2016 - May 2020
Victorians In Melbourne Rate Canberra
Contributions:6 PRs, 9 pushes, 6 branches in 3 years 7 months
melbourne
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