Gudmundur Heimisson
Machine Learning Engineer at Proton
Paris, Ile-de-France
Summary
👤
Senior🎓
Top SchoolGudmundur Heimisson is a Machine Learning Engineer based in Paris with a decade of experience building production ML and software systems across tech and entertainment firms. He has moved from data analyst and research roles into engineering at Microsoft and Google, then led ML efforts at Ubisoft and Echo Analytics before joining Proton, demonstrating a blend of rigorous applied mathematics and hands-on software delivery. His background in numerical computing, operations research, and statistics (MS Applied Mathematics, RPI math BS) informs models that are both performant and numerically robust. Known for bridging research-grade methods with product constraints, he thrives on turning complex mathematical ideas into scalable, maintainable pipelines. An understated strength is his track record of moving between academia-style research and high-velocity industry teams, making him effective at both prototyping novel approaches and shipping at scale.
10 years of coding experience
10 years of employment as a software developer
Master of Science Applied Mathematics, Master of Science Applied Mathematics at University of WashingtonBachelor’s Degree Mathematics, Bachelor’s Degree Mathematics at Rensselaer Polytechnic Institute
Icelandic, English, French
Github Skills (51)
cml10
unstructured-data10
data-models10
database-management9
data-science9
maintenance9
markdown9
database-migrations9
liquibase9
java9
machine-learning9
dvc9
ai9
collaboration9
developer-tools9
Programming languages (4)
Github contributions (5)
gudmundur-heimisson/gudmundur-net
Sep 2015 - Aug 2022
Contributions:60 pushes, 3 branches in 7 years
gudmundur-heimisson/hygrometer
May 2020 - Mar 2024
Contributions:61 pushes, 1 branch in 3 years 10 months
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