Sungbin Lim
Associate Professor
Seoul, South Korea
Summary
👤
Senior🎓
Top SchoolSungbin Lim is an associate professor and mathematical scientist in Seoul with nine years of research experience at the intersection of probability, statistics, and AI. He holds a PhD in Mathematics specializing in Probability and Stochastic PDEs and has translated deep theoretical insight into applied work at Kakao Brain, DeepBio, and as a research consultant for LG AI Research. His career bridges rigorous academia and industry-facing AI research, spanning mathematical foundations, medical imaging, survival analysis, and robotics. Known as a "math geek" on GitHub, he maintains an active scholarly profile (OpenReview, Math Genealogy) and brings a problem-driven, probabilistic lens to practical ML challenges. An uncommon strength is his dual background in political science and mathematics, which informs a broader, systems-level perspective on data-driven problems.
9 years of coding experience
7 years of employment as a software developer
Doctor of Philosophy (Ph.D.), Mathematics (Probability & Stochastic PDEs), Doctor of Philosophy (Ph.D.), Mathematics (Probability & Stochastic PDEs) at Korea University
Korean, English
Github Skills (9)
pytorch6
translation5
deep-neural-networks3
convex-optimization2
git2
version-control1
gitbook1
libgit21
creative-commons1
Programming languages (4)
Github contributions (5)
sungbinlim/bayestour
Apr 2017 - Jun 2019
Contributions:438 pushes, 1 branch in 2 years 2 months
bishoprecognitionmachine-learningpattern-recognitionpattern
KU-LIM-Lab/DRL-course
Mar 2021 - May 2021
Contributions:18 commits, 8 PRs, 17 pushes in 2 months
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