Sanggyu Lee
Seoul, South Korea
Summary
🤩
Rockstar🎓
Top SchoolSanggyu Lee is a seasoned software engineer with 11 years of experience focused on AI infrastructure and embedded neural engines, currently leading GPU-based LLM training and inference infrastructure projects at LG유플러스 in Seoul. He previously held senior research and managerial roles at LG Electronics and 11번가, bringing deep expertise in signal processing from his master's studies at 광운대학교. Sanggyu contributes to notable open-source work such as Samsung/ONE, enhancing on-device neural engine backends by adding operators and resolving cross-platform build challenges. His strengths lie at the intersection of low-level system implementation and large-scale AI infrastructure, enabling practical deployment of ML models on both cloud GPUs and edge devices. Colleagues value him for turning research-grade algorithms into robust production components and for navigating the engineering trade-offs between performance and portability. He often bridges hardware-aware optimization with software design, a less obvious but critical skill that accelerates model deployment timelines.
11 years of coding experience
석사, 신호처리, 석사, 신호처리 at 광운대학교
Github Skills (6)
neural-network10
c-language10
cprogramming-language10
machine-learning9
tensorflow-lite9
cmake8
Programming languages (5)
Github contributions (5)
Samsung/ONE
Apr 2020 - Dec 2022
On-device Neural Engine
Role in this project:
Back-end Developer
Back-end DeveloperContributions:1575 reviews, 221 commits, 678 PRs in 2 years 8 months
Contributions summary:Sanggyu primarily contributed to the development of the on-device Neural Engine for Samsung's "one" repository. Their work involved modifications to the schema and implementation of operators, including the addition of "Pow" and "ZerosLike" operations. The user also addressed build issues, such as supporting Boost for Android. Overall, the contributions focused on expanding the supported functionality and improving the backend capabilities of the neural engine.
on-device-aion-deviceoptimizationruntimeneural-engine
glistening/iotjs
Sep 2016 - Jan 2018
Contributions:219 pushes, 33 branches in 1 year 4 months
javascriptiotjsinternetinternet-of-thingsiot
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