Huy Nguyen
Researcher at Research Unit of Medical Imaging, Physics and Technology
Oulu, Mainland Finland
Summary
👤
Senior🎓
Top SchoolHuy Nguyen is a researcher and application-focused deep learning engineer with 10 years of experience applying computer vision and image processing to real-world problems, from scene text extraction to public transportation systems. Based in Oulu, Finland, he combines a strong academic foundation (MSc coursework in Computer Science) with hands-on roles in medical imaging research and industry software engineering. Huy specializes in designing practical deep networks that bridge research and deployment, especially for vision challenges where tailored architectures and preprocessing matter. His background in mathematics and early semiconductor/engineering experience gives him a methodical, systems-oriented approach to model design and evaluation. Notably, he has transitioned from deploying vision solutions in transportation to advancing medical imaging research, demonstrating versatility across domains.
10 years of coding experience
8 years of employment as a software developer
BS, Mathematics and Computer Science, BS, Mathematics and Computer Science at Univertity of Science HCMCMaster course, Computer Science, Master course, Computer Science at Chonnam National University
English, Vietnamese
Github Skills (26)
regularization9
lifecycle7
chainer7
lightning7
pytorch7
artificial-intelligence7
manifold7
machine-learning7
deep-learning7
python7
ai6
scaling6
data-science6
data-augmentation5
stream5
Programming languages (2)
Github contributions (5)
imedslab/semixup
Mar 2020 - Oct 2020
Semixup: In- and Out-of-Manifold Regularization for Deep Semi-Supervised Knee Osteoarthritis Severity Grading from Plain Radiographs
Contributions:25 commits, 8 pushes, 1 branch in 6 months
pytorchknee-osteoarthritis-analysissuperviseddeep-learningsemi
MIPT-Oulu/Collagen
Dec 2018 - Aug 2020
Deep Learning Framework for Reproducible Experiments
Contributions:208 commits, 19 PRs, 57 pushes in 1 year 8 months
pytorchreproducible-experimentsdeep-learningmachine-learningreproducible
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