Hyeongseok Oh
Senior Engineer at Samsung Electronics
Seoul, South Korea
Summary
👤
Senior🎓
Top SchoolHyeongseok Oh is a Senior Engineer at Samsung Electronics with a decade of experience building low-level systems, focusing on compilers and runtimes for JVM and JavaScript engines during his Ph.D. coursework. He contributes to on-device ML infrastructure—most notably the Samsung/ONE on-device neural engine—where his backend work improves quantized model support, layout optimizations, and test reliability. Based in Seoul, he combines academic rigor from Seoul National University with practical production engineering to bridge research and deployable runtime features. Notably, his commits show a knack for stabilizing complex toolchains and shipping pragmatic fixes that unlock quantized inference on edge devices.
9 years of coding experience
Bachelor's degree, Bachelor's degree at 서울대학교 (Seoul National University)
Korean, English, Japanese
Github Skills (7)
neural-network10
optimization9
cprogramming-language9
c-language9
testing8
tensorflow-lite6
tensorflow6
Programming languages (5)
Github contributions (5)
Samsung/ONE
Apr 2020 - Jan 2023
On-device Neural Engine
Role in this project:
Back-end Developer
Back-end DeveloperContributions:3 releases, 1597 reviews, 763 commits in 2 years 9 months
Contributions summary:Hyeongseok appears to be a back-end developer contributing to the "On-device Neural Engine" project, as evidenced by the commit messages. The commits focus on fixing bugs, enabling tests for quantized models, and implementing features related to layout settings and optimizations within the neural network runtime. Their work includes modifications to testing scripts and core files related to the "On-device Neural Engine".
on-device-aion-deviceoptimizationruntimeneural-engine
hseok-oh/coreclr
Jun 2016 - Jan 2018
This repo contains the .NET Core runtime, called CoreCLR, and the base library, called mscorlib. It includes the garbage collector, JIT compiler, base .NET data types and many low-level classes.
Contributions:293 pushes, 224 branches in 1 year 7 months
dotnetjitruntimedata-typescompiler
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