Son Nguyen
Model Inference Engineer at TikTok
Singapore, Singapore
Summary
👤
Senior🎓
Top SchoolSon Nguyen is a Model Inference Engineer based in Singapore with 11 years of experience building and operating large-scale ML and infrastructure systems. Currently at TikTok, he maintains a TensorFlow graph compiler and previously ran global MLOps for recommendation systems, blending low-level ML compiler work with production reliability. His background spans platform engineering, SRE and data engineering roles across FinTech and consumer apps, giving him deep expertise in AWS, Terraform, Kubernetes, TiDB, and model deployment on SageMaker and Triton. He is particularly focused on ML compilers and MLIR/TensorFlow tooling—skills underscored by hands-on work optimizing real-world models at scale. Colleagues rely on him for performance tuning, capacity planning and building resilient cross-region systems that bridge research-grade models and production constraints.
11 years of coding experience
13 years of employment as a software developer
Bachelor of Science (B.S.) Faculty of Mathematics-Mechanics-Informatics, Bachelor of Science (B.S.) Faculty of Mathematics-Mechanics-Informatics at Hanoi University of Science, Vietnam National University
English, Japanese, Vietnamese
Stackoverflow
195reputation
173kreached
11answers
2questions
Github Skills (113)
process-control10
kubernetes10
go10
docker10
supervisord10
unix9
gremlin9
solr9
linux9
hbase9
vagrantfile9
scheduling9
operating-system9
virtualbox9
graph9
Programming languages (9)
Github contributions (5)
ngocson2vn/StudyGolang
Jan 2017 - Sep 2023
Contributions:8 pushes in 6 years 8 months
ngocson2vn/mycv
Oct 2018 - May 2024
Contributions:8 pushes, 1 branch in 5 years 7 months
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