Kyunghwan Kim
Machine Learning Engineer ML Serving Engineer at Smilegate
Seoul, South Korea
Summary
🤩
Rockstar🎓
Top SchoolKyunghwan Kim is a Machine Learning Engineer and ML Serving Engineer with 9 years' experience building production-ready ML systems across computer vision, reinforcement learning, and NLP. He blends research-driven algorithm work—such as RL for robotic guidewire control and signal-processing models for industrial motor diagnostics—with hands-on MLOps expertise in Triton, TensorRT, Kubernetes, Argo, and FastAPI. Kyunghwan has a proven track record of end-to-end delivery: implementing foundation-model features, optimizing inference pipelines for low-latency serving, and constructing workflow systems that manage data-to-deployment lifecycles. He also brings strong software engineering practices—CI/CD, automated testing, and container orchestration—making collaborations more efficient. Based in Seoul with a BE in Electrical/Electronics Engineering, he quietly pairs academic rigor (high GPA) with pragmatic product-focused engineering.
9 years of coding experience
8 years of employment as a software developer
Bachelor of Engineering - BE, Electrical, Electronics and Communications Engineering, GPA 4.19/4.5, Bachelor of Engineering - BE, Electrical, Electronics and Communications Engineering, GPA 4.19/4.5 at Hansung University
한국어 (korean), English
Github Skills (55)
algorithms10
pytorch10
nbviewer10
diffusion-models10
stable-diffusion10
diffusers10
rainbow10
reinforcement-learning10
gradient10
audio10
text2image10
dqn10
deep-learning10
image-generation10
flux10
Programming languages (9)
Github contributions (5)
MrSyee/dl_apps
Mar 2023 - Jan 2025
책 "쓸모있는 AI 서비스 만들기"에서 소개하는 예제들을 정리한 레포
Contributions:8 PRs, 179 pushes, 4 branches in 1 year 10 months
aimachine-learningpython
MrSyee/pokemon_story_generator
Jul 2018 - Sep 2018
양재 AI 실무자 교육 6조 프로젝트
Contributions:22 commits, 33 PRs, 51 pushes in 1 month
ai
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.