Lam Huynh
Machine Learning Team Lead at University of Oulu
Finland
Summary
👤
Senior🎓
Top SchoolLam Huynh is a Machine Learning Team Lead based in Finland with 11 years of experience bridging academic research and industry productization in 3D computer vision and deep learning. He leads ML engineering at CubiCasa while conducting research at the University of Oulu, where his doctoral work focused on large-scale 3D reconstruction, differentiable rendering, and structure-from-motion. His practical impact includes video-to-building information model (VBIM) systems and learning-based 3D human pose estimation, bringing research prototypes into production contexts. Lam blends teaching and mentoring experience from university courses with hands-on product delivery, having moved from game development into cutting-edge 3D vision. He’s curious about novel view synthesis and multimodal LLM/LMM intersections, positioning him to translate advanced academic methods into scalable engineering solutions. A detail often missed: his background spans full pipeline work from mobile/desktop model deployment to coordinating research collaborations across institutions.
11 years of coding experience
6 years of employment as a software developer
Master of Science (in Technology), Computer Science and Engineering, Master of Science (in Technology), Computer Science and Engineering at University of OuluBachelor’s Degree, Computer Science, Bachelor’s Degree, Computer Science at University of Information Technology
Vietnamese, English, Finnish
Stackoverflow
330reputation
9kreached
4answers
3questions
Github Skills (52)
interaction9
numba8
physics-engine8
convolution8
python8
interpolation8
fundamental7
linear-algebra7
gradient-descent7
blas7
ndarray7
lapack7
numpy7
mpi7
root-finding7
Programming languages (5)
Github contributions (5)
HuynhLam/Biosignal-I
Dec 2016 - Nov 2017
Contributions:6 commits, 6 PRs, 12 pushes in 11 months
HuynhLam/info
Jan 2018 - Mar 2019
Contributions:10 pushes, 1 branch in 1 year 2 months
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