Tuan Nguyen
Senior Data Scientist
Wayland, Massachusetts, United States
Summary
🤩
Rockstar🎓
Top SchoolTuan Nguyen is a Senior Data Scientist with eight years of industry experience and a PhD in AI, specializing in machine learning, automated planning, and building autonomous systems. He has blended deep research pedigree—publishing in NIPS, IJCAI, ICAPS and working on DARPA/ONR-funded projects—with hands-on engineering at The MathWorks, Neural Magic, and startups to productionize training pipelines, pruning/quantization methods, and recommender systems. At Neural Magic he focused on recovering accuracy after aggressive model compression for NLP and CV, and earlier delivered a widely noted Stateflow–Simulink code generation feature at MathWorks. Based in Wayland, Massachusetts, he is driven to apply AI to improve health, safety, and productivity, bringing both rigorous academic foundations and practical software craftsmanship to solve real-world problems.
8 years of coding experience
16 years of employment as a software developer
Doctor of Philosophy (Ph.D.) Computer Science / Artificial Intelligence, Doctor of Philosophy (Ph.D.) Computer Science / Artificial Intelligence at Arizona State UniversityBachelor's degree Computer Science, Bachelor's degree Computer Science at University of Science, Ho Chi Minh city, Vietnam
Github Skills (58)
pytorch10
integrate10
python10
image-classification10
machine-learning10
inference10
matching10
onnx10
keras10
pruning10
deep-learning10
mobilenet10
resnet10
object-detection10
quantization10
Programming languages (2)
Github contributions (5)
natuan/sparseml
Apr 2021 - Oct 2024
Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models
Contributions:9 pushes, 3 branches in 3 years 5 months
recipessmallerlinesdeep-learningneural-networks
natuan/seizure
Dec 2017 - Apr 2018
Contributions:89 commits, 19 pushes, 2 branches in 4 months
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