Simon Berrebi
Machine Learning Engineer at Stripe
Seattle, Washington, United States
Summary
👤
Senior🎓
Top SchoolSimon Berrebi is a machine learning engineer with eight years of experience building and shipping deep learning systems that solve real-world operational problems. He has commercialized transit ETA and real-time prediction models used by hundreds of thousands of passengers and led production ML efforts at Convoy and Stripe, focusing on payment fraud, recommendations, and real-time arrival predictions. His background spans PhD-level transportation systems research, operations research, and language modeling, enabling him to bridge rigorous modeling with product-driven engineering. Simon combines founder-level hustle from running a transit startup with hands-on production incident management and a track record of measurable impact—improving late-detection lead time by 46% and boosting recommendation accuracy by 28%. Based in Seattle, he thrives on translating ambiguous customer pain points into end-to-end AI solutions and leading cross-functional teams to deploy them at scale.
8 years of coding experience
6 years of employment as a software developer
Doctor of Philosophy - PhD Transportation Systems, Doctor of Philosophy - PhD Transportation Systems at Georgia Institute of TechnologyBachelor of Arts and Science Mathematics and History, Bachelor of Arts and Science Mathematics and History at McGill University
French, English, Spanish
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (14)
python9
machine-learning9
statistics9
gtfs8
transit8
data-analysis8
data-science8
scikit7
java7
scikit-learn7
realtime5
r-package4
system-information3
visualization2
Programming languages (3)
Github contributions (5)
simonberrebi/hello-world
Sep 2017 - Sep 2017
Contributions:2 PRs, 3 pushes, 3 branches in 1 day
TheTransitClock/GTFS-ride
Jan 2021 - Jan 2021
Contributions:1 PR, 4 pushes, 1 branch in 1 day
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