Jaehun Ryu
Compiler Engineer at Rebellions Inc (리벨리온)
Gyeonggi, South Korea
Summary
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Senior🎓
Top SchoolJaehun Ryu is a compiler engineer with nine years of experience focused on high-performance NPU compiler development at Rebellions, where he builds SDKs and toolchains that let deep learning engineers maximize hardware efficiency. He blends a strong academic foundation from POSTECH and dual engineering degrees from Kyung Hee University with hands-on experience optimizing AI models during a stint at Hyundai Motor Company. Currently exploring efficient deployment strategies for Large Language Models on NPUs, he emphasizes proactive compiler optimizations to prevent performance bottlenecks and functional regressions. Based in Gyeonggi, South Korea, Jaehun bridges deep learning and low-level systems work, bringing both research-driven rigor and practical production impact to AI acceleration.
9 years of coding experience
Master's degree, Computer Science, Master's degree, Computer Science at Pohang University of Science and TechnologyBachelor's degree, Electrical and Electronics Engineering, Bachelor's degree, Electrical and Electronics Engineering at Kyung Hee University
Stackoverflow
1reputation
0reached
0answers
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Github Skills (96)
benchmark10
python10
deep-learning10
serve10
opencl10
model-compression10
neural-network10
unity3d10
data-science10
cpu10
tensorflow10
nas10
docker-image10
machine-learning10
javascript9
Programming languages (5)
Github contributions (5)
ryujaehun/pytorch-gpu-benchmark
Oct 2018 - Oct 2022
Using the famous cnn model in Pytorch, we run benchmarks on various gpu.
Contributions:6 commits, 7 PRs, 44 pushes in 4 years
pytorchdeep-learninggpubenchmarkrtx3090
JunhongXu/pytorch-benchmark-volta
Apr 2018 - Aug 2021
Contributions:40 commits, 3 PRs in 3 years 4 months
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