Seok Byun
AI Lead at SOCAR(쏘카)
Seoul, South Korea
Summary
👤
Senior🎓
Top SchoolSeok Byun is an AI Lead and research-driven software engineer with 12 years of experience bridging deep learning, numerical analysis, optics, and computer graphics into production systems. He holds a PhD in Computational Science from Seoul National University and a BS in Computer Science from KAIST, combining rigorous academic foundations with hands-on engineering. Seok has built raytracing engines and numerical simulators for optical devices while architecting computer vision and deep neural network solutions, proficient in C++, Python, OpenMP, OpenCL, PyTorch, TensorFlow, and Caffe. At SOCAR he now leads AI efforts, translating research prototypes into scalable product features for real-world services. Known for blending low-level performance optimization with model-level innovation, he often applies optics-inspired numerical techniques to improve algorithm accuracy and speed. Based in Seoul, he is motivated by learning new methods and shipping them into diverse software products.
12 years of coding experience
Doctor of Philosophy (PhD), Computational Science, Doctor of Philosophy (PhD), Computational Science at Seoul National UniversityBachelor of Science (BS), Computer Science, Bachelor of Science (BS), Computer Science at KAIST
korea, EnglishGithub contributions (5)
koseokbum/R-Knitr-Book
Apr 2014 - Aug 2015
Contributions:98 commits, 4 pushes, 1 branch in 1 year 4 months
koseokbum/LearnR_bloter
Oct 2015 - Nov 2016
Contributions:6 pushes, 1 branch in 1 year
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