Mathieu Germain
Vice President Of Artificial Intelligence at Korbit AI
Montreal, Quebec, Canada
Summary
🤩
Rockstar🎓
Top SchoolMathieu Germain is a seasoned AI leader and applied researcher with 15 years of experience building and productionizing deep learning systems from academia to industry. Based in Montreal, he has led AI teams as Vice President of Artificial Intelligence at Korbit AI and horoma AI after six years at MILA where he taught, supervised engineers, and adapted state-of-the-art techniques to real-world problems. He brings hands-on expertise in HPC, CUDA-backed deep learning tooling—contributing fixes to the influential Theano project’s GPU backend—and a strong DevOps sensibility that bridges research and production. Comfortable mentoring engineers and engaging with clients, Mathieu combines rigorous academic training (MSc in Deep Learning) with startup grit and a pragmatic focus on delivering value. An often-overlooked strength is his long history supporting scientific software stacks and test-driven maintenance, which keeps complex ML systems reliable in production.
15 years of coding experience
9 years of employment as a software developer
Master of Science (MS), Deep Learning, Master of Science (MS), Deep Learning at Université de SherbrookeTechnical, Computer Science Technology, Technical, Computer Science Technology at Cégep de Trois-Rivières
French, English, German
Github Skills (13)
cuda10
gpu-programming10
python10
cudnn10
theano10
neural-network9
convolutional-neural-networks9
deep-learning8
c178
c118
cprogramming-language7
testing7
c-language7
Programming languages (6)
Github contributions (5)
Theano/Theano
Feb 2014 - Feb 2017
Theano was a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It is being continued as PyTensor: www.github.com/pymc-devs/pytensor
Role in this project:
Backend Developer & DevOps Engineer
Backend Developer & DevOps EngineerContributions:27 commits, 9 PRs, 4 pushes in 3 years
Contributions summary:Mathieu contributed to the Theano project by implementing and fixing issues related to the CUDA backend, specifically involving the `GpuCumsum` operation and convolution algorithms. They refactored the code and addressed a bug that was causing the `test_abstractconv.py` test to fail. Furthermore, the user updated and addressed several test cases related to the dnn module and added a new test for InferShape.Conv3d.
python-librarymathmulti-dimensionalpythonevaluate
mgermain/Theano
Jan 2015 - Sep 2016
Contributions:37 pushes, 6 branches, 8 comments in 1 year 8 months
python-librarymulti-dimensionalpythonevaluatemathematical-expressions
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