Wonseok Shin
Scientist at Standigm
Seoul, South Korea
Summary
👤
Senior🎓
Top SchoolWonseok Shin is a scientist at Standigm with nine years of experience applying machine learning to drug discovery, specializing in graph neural networks, multimodal and self-/semi-supervised representation learning. He holds a master’s in Computer Engineering and dual bachelor’s in Computer Science and Mathematics from Seoul National University, where his thesis developed scalable algorithms for accurate subgraph counting in large graphs. His work bridges theoretical data-mining and practical bio/cheminformatics applications, informed by internships at Aigendrug and SNU’s Computer Theory Lab. Notably, he combines strong academic rigor (4.25/4.30 GPA) with hands-on ML engineering for real-world drug discovery pipelines.
9 years of coding experience
석사, Computer Engineering, 4.25 / 4.30, 석사, Computer Engineering, 4.25 / 4.30 at 서울대학교 (Seoul National University)Bachelor of Engineering, Computer Science and Engineering, Bachelor of Engineering, Computer Science and Engineering at Seoul National University
Stackoverflow
17reputation
118reached
0answers
1question
Github Skills (42)
python8
vldb8
cheminformatics8
machine-learning8
rdkit8
pytorch8
data-science7
deep-learning7
data-format6
cardinality-estimation6
random-access5
documentation5
react5
apache-arrow5
vscode-extension5
Programming languages (7)
Github contributions (5)
gratus907/gratus907.github.io
Oct 2021 - Oct 2022
Contributions:73 commits, 180 pushes, 1 branch in 11 months
gratus907/Gratus_PS_Archive
Dec 2018 - Jan 2020
Contributions:142 pushes, 1 branch in 1 year 1 month
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