Duong Nguyen
Member at Reg.exe
France
Summary
👤
Senior🎓
Top SchoolDuong Nguyen is a machine learning researcher and practitioner with 8 years’ experience specializing in deep learning for time series, stochastic systems, and noisy or irregularly sampled data. Based in France, he has translated academic advances into production-ready solutions across industry and research—from maritime anomaly detection and AIS modeling to supply optimization covering 20k+ points of sale. A PhD holder with multiple first-author publications and commercialized prototypes, he combines strong variational and probabilistic modeling skills with practical engineering in Python, TensorFlow and PyTorch. Known for leading and mentoring small research teams, he excels at quickly adapting to diverse international environments and turning complex dynamical problems into explainable, reproducible models. An often overlooked strength is his track record of integrating research prototypes into large-scale operational systems (e.g., maritime awareness platforms), demonstrating both scientific depth and deployment savvy.
8 years of coding experience
6 years of employment as a software developer
Doctor of Philosophy - PhD Deep learning, Doctor of Philosophy - PhD Deep learning at IMT AtlantiqueDiplôme d'Ingénieur Machine learning Summa cum laude honor, Diplôme d'Ingénieur Machine learning Summa cum laude honor at Telecom BretagneMaster Signal and Image Processing Summa cum laude honor, Master Signal and Image Processing Summa cum laude honor at Université de Rennes IBachelor of Engineering (B.Eng.) Telecommunications Engineering, Bachelor of Engineering (B.Eng.) Telecommunications Engineering at Ho Chi Minh City University of Technology
Vietnamese, English, French
Github Skills (35)
detector10
tracks10
python9
autoencoder9
generative9
arxiv9
google9
ais9
prediction8
automation8
probabilistic8
anomaly-detection7
monitoring7
stochastic7
differential-equations7
Programming languages (2)
Github contributions (5)
dnguyengithub/MultitaskAIS
Apr 2018 - Mar 2020
A multi-task model for vessel monitoring using AIS data streams
Contributions:100 commits, 1 PR, 85 pushes in 1 year 11 months
multi-taskdata-streamsvesselstreamsais
dnguyengithub/AudioNovelty
Nov 2018 - Nov 2018
Contributions:32 commits, 50 pushes, 1 branch in 1 day
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