Son Nguyen
Singapore, Vietnam
Summary
👤
SeniorSon 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.
12 years of coding experience
Stackoverflow
195reputation
173kreached
11answers
2questions
Github Skills (80)
kubernetes10
go10
docker10
supervisord10
unix9
solr9
neural-network9
memory-efficient9
python9
gpu9
deep-learning9
scheduling9
machine-learning9
django8
vagrant8
Programming languages (8)
Github contributions (5)
ngocson2vn/StudyGolang
Jan 2017 - Sep 2023
Contributions:8 pushes in 6 years 8 months
ngocson2vn/learnpython
Nov 2019 - Dec 2025
Learn Python
Contributions:6 PRs, 14 pushes, 4 branches in 6 years 1 month
learn-pythonpython-3pythonpython3
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