Jongkuk Lim
AI Engineer at KT
Yongin-si, South Korea
Summary
👤
Senior🎓
Top SchoolJongkuk Lim is an AI engineer with a decade of experience specializing in deep learning model optimization, MLOps, and edge inference, currently applying his skills at KT. He has a strong research background (PhD) and a track record of delivering dramatic speedups—up to 1,200% in vision models and 200–300% improvements via distributed AutoML, PTQ, and NPU deployment—while preserving model performance. Jongkuk designs production-ready tooling and workflows, introducing CI/CD, Docker-based pipelines, and an AutoML results dashboard that reduced redundancy and boosted team collaboration. His projects span practical domains from GPS spoofing defense and autonomous indoor drone navigation to wearable-sensor activity recognition for stroke rehab, demonstrating an ability to move quickly into new fields and produce tangible results. Based in Yongin-si, South Korea, he combines academic rigor with hands-on engineering and a curiosity for edge computing and fitness tech.
10 years of coding experience
6 years of employment as a software developer
Ph.D, Computer Engineering, 4.0 / 4.5, Ph.D, Computer Engineering, 4.0 / 4.5 at Dankook University
English
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (75)
powerline10
vim10
screen10
shell10
cli10
tmux-configuration10
tty10
console10
tpm10
tmux10
zsh10
self-contained10
neovim10
tmux-theme10
object-detection9
Programming languages (8)
Github contributions (5)
j-marple-dev/AYolov2
Sep 2021 - Sep 2022
Contributions:41 commits, 7 PRs, 7 pushes in 11 months
pytorchobject-detectionmodelcompressiontensordecompositionobjectdetection
JeiKeiLim/uLift-dataset
Aug 2020 - Sep 2024
Contributions:2 PRs, 9 pushes, 2 branches in 4 years 1 month
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