Cuong Nguyen
Lecturer In People-centred AI at University of Surrey
Guildford, England, United Kingdom
Summary
👤
Senior🎓
Top SchoolCuong Nguyen is a machine learning researcher and lecturer in People-centred AI with a decade of experience bridging theoretical ML and real-world human-centric applications. He focuses on formulating practical problems and deriving principled solutions grounded in statistical learning theory (PAC, Bayesian inference), preferring theoretical rigor over purely empirical tinkering. At the University of Surrey he leads research and supervises students on human–AI collaboration, noisy-label and multi-rater learning, and has a track record of engaging clinical partners to translate research into deployable workflows. His background includes postdoctoral work on identifiability in noisy label learning and earlier engineering roles at Intel, giving him uncommon fluency across experimental theory, stakeholder-driven applied research, and industrial process engineering.
10 years of coding experience
5 years of employment as a software developer
Doctor of Philosophy, Computer Science, Doctor of Philosophy, Computer Science at University of AdelaideBachelor of Science - BS, Mechanical Engineering, 3.88/4, Bachelor of Science - BS, Mechanical Engineering, 3.88/4 at Portland State UniversityHigh School Diploma, Mathematics, High School Diploma, Mathematics at Tien Giang High School for Gifted StudentsBachelor of Science - BS, Mechatronics, Bachelor of Science - BS, Mechatronics at Ho Chi Minh City University of Technology
Vietnamese, English
Github Skills (38)
algorithms10
meta-learning10
maml10
few-shot-learning10
evaluation9
pytorch9
machine-learning9
statistics9
ai9
mlmodel9
bayesian-methods8
mlflow8
mlops8
prompt-engineering8
model-management8
Programming languages (3)
Github contributions (5)
cnguyen10/few_shot_meta_learning
Oct 2019 - Mar 2022
Implementations of many meta-learning algorithms to solve the few-shot learning problem in Pytorch
Contributions:34 commits, 51 pushes, 1 branch in 2 years 4 months
few-shot-learningmeta-learningpytorchmamlprototypical-network
cnguyen10/identifiable_label_noise_mult_mixture
Dec 2023 - Aug 2025
Contributions:15 pushes in 1 year 8 months
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