Suwhan Baek
Researcher at Posco Holdings
Seoul, South Korea
Summary
👤
Senior🎓
Top SchoolSuwhan Baek is an AI researcher based in Seoul with nine years of experience applying machine learning to real-world signals and industrial problems. He currently researches future AI technologies at POSCO Holdings' AI R&D group, focusing on reinforcement learning, time-series analysis, explainable AI, and spiking neural networks. His background blends academic research—including a visiting research stint at the University of Bristol—and hands-on product work as the founder of an AI consulting/software firm. Prior projects span physiological signal classification, gait analysis, and a patented health-measurement method, reflecting a strength in multimodal biosignal processing. Suwhan bridges theory and practice, moving from publications and patents to deployable AI solutions for industry. Fluent in both research and applied engineering, he favors interpretable, time-aware models for mission-critical domains.
9 years of coding experience
1 year of employment as a software developer
Master's degree, Master's degree at Kwangwoon UniversityVisit Research, Computer Science, Visit Research, Computer Science at University of Bristol
englsih
Github Skills (75)
anaconda10
qt9
python-development9
python9
language-server-protocol9
sac9
deep-learning9
spyder9
machine-learning9
ide9
ddpg9
dqn9
extjs9
pyqt9
deep-reinforcement-learning8
Programming languages (5)
Github contributions (5)
Lukious/2019BCLxMI-RU_WinterStudy
Dec 2019 - Feb 2020
2019BCLxMI:RU_WinterStudy
Contributions:25 commits, 9 PRs, 23 pushes in 2 months
azerothcoreextjs
Lukious/MachineLearningFromScratch
May 2019 - Aug 2020
MachineLearningFromScratch / For MI:RU DeepUser
Contributions:19 commits, 18 pushes, 1 branch in 1 year 3 months
deep-learningpytorchcomputer-vision
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