Jean-frédéric Fontaine
Machine Learning Engineer at Can-Ex Technologies
Quebec, Quebec, Canada
Summary
👤
Senior🎓
Top SchoolJean-frédéric Fontaine is a Machine Learning Engineer with nine years of experience building and deploying production ML pipelines and embedded IoT software across North America. He has delivered mission-critical edge systems and backend services—implementing OTA updates, guaranteed data transmission, and protobuf-based APIs—while maintaining a modular, object-oriented C++ codebase and Python backends. He led the industrialization of a real-time computer vision weld-inspection system from prototype to Kubernetes-orchestrated production, and earlier contributed denoising and testing pipelines to scientific imaging software. Comfortable at the intersection of research and production, he has applied deep learning in domains from autonomous driving to EEG analysis and collaborated with neuroscientists to inform model design. A resilient problem-solver and clear communicator, he prioritizes team success and long-term maintainability over quick fixes. Based in Quebec, he combines embedded systems pragmatism with ML engineering rigor to turn complex prototypes into scalable deployments.
9 years of coding experience
6 years of employment as a software developer
Bachelor's degree, Computer Software Engineering, Bachelor's degree, Computer Software Engineering at École Polytechnique de MontréalPsychology, Psychology at Université de Montréal
Github Skills (50)
docker-container9
dockerhub9
python8
deep-learning8
pki8
machine-learning8
openvpn8
tensorflow7
elk7
logstash7
docker7
elastic7
uncrustify6
jupyter-notebook6
neural-network6
Programming languages (7)
Github contributions (5)
tugu9/boneRepository
Jul 2020 - Aug 2020
Contributions:174 pushes, 8 branches in 1 month
Adrimeov/snakeAI
Oct 2018 - Apr 2020
Contributions:31 pushes, 1 branch in 1 year 7 months
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