Dongmin Choi
AI Research Engineer at SAIGE
Seoul, South Korea
Summary
👤
Senior🎓
Top SchoolDongmin Choi is an AI research engineer based in Seoul with eight years of hands-on experience in computer vision and medical imaging. He has built and deployed deep learning algorithms across hospitals and startups for tasks including CT and MRI segmentation, glaucoma and cancer diagnosis, and generative MRI-to-CT translation. At Letsur and SAIGE he has bridged research and MLOps to move models from prototype to production, while earlier internships at NAVER and DEEPNOID focused on efficient landmark localization and 3D vessel estimation. His work blends academic rigor (MS in AI from KAIST) with practical impact in clinical settings, demonstrating repeated success turning complex medical data into actionable models. Notably, he has experience applying knowledge distillation and super-resolution techniques to accelerate inference and improve image quality—skills that make him effective at optimizing both accuracy and performance.
8 years of coding experience
5 years of employment as a software developer
Bachelor of Engineering - BE, Computer Science, Bachelor of Engineering - BE, Computer Science at Yonsei UniversityMS, Artificial Intelligence, MS, Artificial Intelligence at Korea Advanced Institute of Science and Technology
Github Skills (27)
segmentation9
machine-learning-models8
monitor7
text-recognition7
machine-learning7
computer-vision6
kubernetes6
points5
object-detection5
mlops5
deep-learning5
ocr5
data-science5
toolbox5
pytorch5
Programming languages (3)
Github contributions (5)
ChoiDM/YBIGTA_AI_HeLP
Jan 2019 - Mar 2019
Contributions:95 commits, 30 pushes, 9 branches in 1 month
ChoiDM/BraTs
Jul 2020 - Aug 2020
Contributions:36 commits, 43 pushes, 1 branch in 1 month
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