Antoine Bergerault
PhD Student at University of Zurich
Zurich, Zurich, Switzerland
Summary
👤
Senior🎓
Top SchoolAntoine Bergerault is a Computer Science PhD student at the University of Zurich and associated with the ETH AI Center, with nine years of practical experience bridging research and production ML. His work focuses on theoretical reinforcement and imitation learning, multi-agent systems and preference-based optimization, building on an EPFL Data Science master's and research stays at Berkeley and CMU. He has hands-on experience shipping production data pipelines, graph-based trading algorithms and ML tools for FX markets, and has taught large-scale graduate ML courses, demonstrating both technical depth and communication skill. Notably, he combines deep theoretical interests with applied data-science instincts—from deploying real-time graph algorithms to developing internal analytics libraries—making him comfortable moving ideas from proofs to production.
9 years of coding experience
3 years of employment as a software developer
Visiting Student Researcher, Visiting Student Researcher at University of California, BerkeleyBaccalauréat scientifique, Sciences physiques, Baccalauréat scientifique, Sciences physiques at Institution Sainte Marie d'AntonyElectrical and Computer Engineering, Electrical and Computer Engineering at Carnegie Mellon UniversityComputer Science PhD, Computer Science PhD at University of ZurichMaster's degree in Data Science, Master's degree in Data Science at EPFL
English, German, Japanese, French
Github Skills (35)
negotiation6
rad6
php5
translation4
machine-learning4
agent3
natural-language-processing3
nlp3
transformer3
computer-vision3
data-science3
speech-processing3
multimodal3
discord2
srcset2
Programming languages (4)
Github contributions (5)
Antoine-Bergerault/Pickle-framework
Nov 2018 - May 2020
A php framework made for clean code and an easy start for all of your projects
Contributions:1 release, 54 commits, 3 PRs in 1 year 7 months
phpradframeworkcleanphp-framework
Antoine-Bergerault/Dynamic-image-loader
May 2020 - May 2022
Lazy-loading based web component for image delivering and UX improvement
Contributions:6 PRs, 10 pushes, 6 branches in 1 year 11 months
imageweb-basedweb-componentlazy-loadingsrcset
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