Sébastien Ouellet
Machine Learning Developer at Kinaxis
Freiburg im Breisgau, Baden-Württemberg, Germany
Summary
👤
Senior🎓
Top SchoolSébastien Ouellet is a Machine Learning Developer with 13 years of experience building data infrastructures and applying ML across cognitive, physiological, meteorological, financial, and geospatial domains. Based in Freiburg im Breisgau, he has moved from academic research at Université de Montréal and Carleton to production roles at Weather Telematics, AZUR Group, Lixar IT and currently Kinaxis, blending research rigor with operational engineering. He specializes in end-to-end data pipelines and models that bridge sensor-driven and spatial datasets, turning noisy real-world signals into actionable insights. Known for tackling cross-domain problems, he brings cognitive-science intuition to ML model design and evaluation. His background in physics coursework and cognitive science gives him a strong analytical foundation for feature engineering and experimental validation. Colleagues rely on him to translate complex domain needs into robust, production-ready ML solutions.
13 years of coding experience
6 years of employment as a software developer
Master's degree, Computer Science, Master's degree, Computer Science at Université de MontréalBachelor's degree, Cognitive Science, Bachelor's degree, Cognitive Science at Carleton UniversityVarious coursework, Physics, Various coursework, Physics at University of Ottawa
French, English
Github Skills (68)
notebook10
slim10
jupyter10
jupyter-notebook10
seccomp10
jupyterlab10
minify10
openstreetmap9
operations-research9
security9
python9
deep-learning9
tmx9
apparmor9
visualization9
Programming languages (9)
Github contributions (5)
Zebreu/binbinneverforgets
Dec 2020 - Feb 2021
As if you had the memory and discipline of a venerable wizard
Contributions:2 reviews, 56 commits, 18 PRs in 1 month
memorydisciplinewizard
Zebreu/ConvolutionalEmotion
Aug 2014 - Oct 2015
Contributions:12 commits, 2 pushes, 4 comments in 1 year 2 months
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