Dat Nguyen
PHD Candidate
Erlangen, Bavaria, Germany
Summary
👤
Senior🎓
Top SchoolDat Nguyen is a PhD candidate and researcher with 9 years of experience specializing in scalable image, video, and volumetric 3D coding, combining deep learning and traditional compression techniques. He has worked across academia and industry—from FAU Erlangen-Nürnberg research to a short stint at Meta developing dynamic level-of-detail mesh algorithms—and has hands-on experience in point cloud compression, deep generative models, and real-time computer vision systems. His background spans multinational research labs and engineering roles in France, Germany, and Vietnam, with advanced training from Télécom Paris and exchange at TUM. Comfortable moving ideas from prototypes to production, he has applied ML on FPGA and built real-time detection systems for smart cities, reflecting a blend of theoretical rigor and practical deployment experience.
9 years of coding experience
1 year of employment as a software developer
Erasmus Exchange Program, Computer Engineering, Erasmus Exchange Program, Computer Engineering at Technical University MunichMaster II in Multimedia Networking, Computer Engineering, 16.7/20, Master II in Multimedia Networking, Computer Engineering, 16.7/20 at Télécom ParisBachelor of Engineering (B.E.), Electronics and Telecommunication Engineering, 3.43/4, Bachelor of Engineering (B.E.), Electronics and Telecommunication Engineering, 3.43/4 at Hanoi University of Science and Technology
Github Skills (34)
lossless-compression9
convolutional-neural-networks8
point-cloud6
3d6
lossless5
vtk5
finite-element-analysis5
computer-vision5
cuda5
mixture5
visualization5
pytorch5
mesh4
libarary4
semantic-segmentation4
Programming languages (2)
Github contributions (5)
dattnguyenx/RL-DASH
Apr 2020 - May 2020
Contributions:24 commits, 20 pushes, 1 branch in 7 days
dattnguyenx/VoxelDNN
Feb 2021 - Jun 2021
Tensorflow implementation of the paper "Learning-based Lossless Compression Of 3D Point Cloud Geometry"
Contributions:8 commits, 2 PRs, 4 pushes in 3 months
3dlossless-compressionpoint-cloudtensorflow
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