Fai Choi
Senior Machine Learning - Software Developer at TotalEnergies
Renens, Vaud, Switzerland
Summary
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Senior🎓
Top SchoolFai Choi is a Senior Machine Learning and Software Developer with nine years of experience bridging academic biomechanics research and industrial computer vision and ML at companies like Pix4D and TotalEnergies. Holding a PhD in Biomedical Sciences from KU Leuven, he has translated deep domain expertise in muscle modeling and Bayesian/Deep Learning research into production C++ algorithmic libraries and Python testing packages. As an R&D tech lead he’s delivered applied computer vision solutions while maintaining a strong research pedigree from Marie Curie and BAEF postdoctoral fellowships. Based in Renens, Switzerland, he combines rigorous scientific methods with pragmatic software engineering to solve complex inference and simulation problems. An active maintainer of projects such as the SimTK musclefib repository, he brings an unusual blend of biomechanics modeling, physics training, and industrial-scale ML deployment experience.
9 years of coding experience
10 years of employment as a software developer
Doctor of Philosophy (PhD) Biomedical Sciences, Doctor of Philosophy (PhD) Biomedical Sciences at KU LeuvenBachelor of Science (B.Sc.) Biology, Bachelor of Science (B.Sc.) Biology at katholieke Universiteit Leuven KulakIndustrial Engineering, Industrial Engineering at KHBOBachelor of Science (B.Sc.) Physics, Bachelor of Science (B.Sc.) Physics at Katholieke Universiteit Leuven KulakMaster of Science (M.Sc.) Zoology/Animal Biology, Master of Science (M.Sc.) Zoology/Animal Biology at Ghent UniversityHigh School Latin-Mathematics(8h), High School Latin-Mathematics(8h) at St-Amandscollege Noord
dutch (mother tongue), English, french (moderate), cantonese (basic)
Github Skills (47)
python9
machine-learning9
gpu9
deep-learning8
mono8
ffi8
mesa8
pythonnet8
scripting7
csharp7
simulation7
clr7
neural-network7
numpy7
agent-based-modeling7
Programming languages (5)
Github contributions (5)
Tobimaru/NN-keras-bokeh
Oct 2017 - Apr 2018
Contributions:11 commits, 12 pushes, 1 branch in 5 months
Tobimaru/Java_CardGame
Nov 2023 - Apr 2024
Contributions:22 pushes, 5 branches in 5 months
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