Xu Guodong
Senior Research Scientist at NetVirta, Inc.
Singapore
Summary
👤
Senior🎓
Top SchoolXu Guodong is a Senior Research Scientist based in Singapore with nine years of experience applying advanced deep learning and computer vision techniques to real-world embedded and camera systems. With a PhD-level mathematics background from NUS, he has a strong track record in model design, optimization and deployment—converting and quantizing networks for resource-constrained devices and implementing solutions on RK chips and Android. His work spans image restoration, face/body detection, anti-spoofing and LSTM-based time-series models, blending academic rigor (CVPR-level research) with production-focused engineering. Equally comfortable in TensorFlow, PyTorch and Keras, he brings hands-on expertise in model compression and cross-framework conversions that accelerate edge AI products. Not obvious from the title: he bridges theory and systems engineering, having turned research prototypes into optimized, deployed algorithms used by industry partners.
9 years of coding experience
1 year of employment as a software developer
Bachelor of Applied Science - BASc, Applied Mathematics, GPA: 89.7/100 Rank: 3/90, Bachelor of Applied Science - BASc, Applied Mathematics, GPA: 89.7/100 Rank: 3/90 at Jilin UniversityDoctor of Philosophy - PhD, Applied Mathematics, GPA: 4.75/5, Doctor of Philosophy - PhD, Applied Mathematics, GPA: 4.75/5 at National University of Singapore
Github Skills (25)
typescript8
microsoft7
electron7
vscode-extension7
vscode7
editor7
computer-vision7
deep-learning6
visual-studio6
pytorch6
visual-studio-code6
benchmark6
git-checkout5
checkout4
loss3
Programming languages (4)
Github contributions (5)
qinghe-sun/Awesome-Knowledge-Distillation
May 2020 - May 2020
Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2020)。
Contributions:23 commits in 16 days
pytorchdistillationknowledge-distillationknowledgedeep-learning
xuguodong03/SSKD
Jun 2020 - Jul 2020
[ECCV2020] Knowledge Distillation Meets Self-Supervision
Contributions:22 commits, 5 pushes, 9 comments in 1 month
pytorchself-supervisioneccv2020distillationknowledge-distillation
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