Geunho Lee
Staff Machine Learning Engineer at 퀄컴
Seoul, South Korea
Summary
👤
Senior🎓
Top SchoolGeunho Lee is a Staff Machine Learning Engineer based in Seoul with 11 years of experience building production-ready AI/ML systems across mobile, e-commerce, and platform teams. He led work on model efficiency and deployment at Qualcomm, contributing to AIMET and IR-level optimizations for LLMs and vision models to enable real-world scalability. Prior roles at Kakao and Coupang combined spam/anti-abuse research, query understanding, and large-scale search relevance improvements using both classical NLP and embedding-driven approaches. Trained originally in computer science with a graduate background in systematic biology, he brings a rare mix of rigorous scientific thinking and pragmatic engineering for model optimization and search systems. He’s especially focused on squeezing practical efficiency from large models and translating research techniques into robust, deployable tooling.
11 years of coding experience
8 years of employment as a software developer
Master of Science, Systematic Biology/Biological Systematics, Master of Science, Systematic Biology/Biological Systematics at Gwangju Institute of Science and TechnologyBachelor of Engineering, Computer science, Bachelor of Engineering, Computer science at Pusan National University
Korean, English
Github Skills (25)
korean-nlp10
morphology10
romaji10
morphological-analysis10
analyzer9
arduino-library9
nlp9
r-package7
blink7
arduino7
py4j6
speech4
matlab4
python3
speech-recognition3
Programming languages (9)
Github contributions (5)
gamamoe/ace-the-coding-interviews
Nov 2023 - Dec 2024
Ace the Coding Interviews
Contributions:94 reviews, 282 PRs, 170 pushes in 1 year
problem-solving
dolpang2/TIL
Dec 2019 - Dec 2022
Contributions:2 commits, 1 branch in 3 years
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