Luong-ha Nguyen
Machine Learning Engineering Lead at Polytechnique Montréal
Montreal, Quebec, Canada
Summary
👤
Senior🎓
Top SchoolLuong-ha Nguyen is a Machine Learning Engineering Lead with 9 years of experience and a 7-year focus on AI/ML, combining a PhD in machine learning with hands-on expertise in C++, CUDA and Python to build production-grade, high-performance learning systems. He has led development of scalable reinforcement learning infrastructures that handle trillions of data points and simplified codebases so researchers can iterate faster, while also shipping CUDA kernels and open-source Bayesian neural network tooling (cuTAGI) that improve robustness and speed. His work spans applied research and productization—from autonomous UAV control and anomaly-detection pipelines deployed in industry to finetuning LLMs and vision models that directly increased ARR. Comfortable bridging research and engineering, he routinely leads multi-disciplinary teams and collaborates with infra and product groups to accelerate adoption of cutting-edge agents. A less obvious strength is his ability to translate theoretical advances in uncertainty modeling into optimized C++/CUDA implementations that run at scale.
9 years of coding experience
3 years of employment as a software developer
Bachelor's degree, Mechanical Engineering, Bachelor's degree, Mechanical Engineering at Université de Rennes IPh.D., Machine Learning for Civil Engineering, Ph.D., Machine Learning for Civil Engineering at Polytechnique MontréalEngineer's degree, Civil Engineering, Engineer's degree, Civil Engineering at Ecole spéciale des Travaux publics, du Bâtiment et de l'Industrie
French, English, Vietnamese
Github Skills (17)
approximate10
cuda10
gaussian10
reinforcement-learning9
inference9
gpu9
q-learning8
deep-reinforcement-learning8
actor8
issue-tracking7
agent7
rlhf6
anaconda4
machine-learning2
arcade2
Programming languages (3)
Github contributions (5)
lhnguyen102/luonghanguyen
Aug 2023 - Apr 2024
Portfolio
Contributions:71 PRs, 77 pushes, 35 branches in 8 months
lhnguyen102/cuTAGI
Apr 2022 - Jan 2023
CUDA implementation of Tractable Approximate Gaussian Inference
Contributions:13 releases, 154 reviews, 409 commits in 9 months
cudagpuinferencegaussianapproximate
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