Seongyong Park
Postdoctoral Researcher at National Cancer Institute (NCI)
Bethesda, Maryland, United States
Summary
👤
Senior🎓
Top SchoolSeongyong Park is a bioinformatics-focused postdoctoral researcher with nine years of experience applying machine learning and deep learning to biomedical problems, currently at the Cancer Data Science Lab, NCI. He specializes in small-n large-p settings, developing feature selection and embedding techniques for patient disease state and drug response prediction as well as drug–target and drug–indication association discovery. His background spans academic algorithm development at KAIST (PhD in Bio and Brain Engineering) and applied biosignal deep learning work at Asan Medical Center and Biobrain. Comfortable bridging wet-lab questions and computational solutions, he blends rigorous statistical approaches with practical deep models to make noisy, high-dimensional biological data actionable.
9 years of coding experience
3 years of employment as a software developer
Bachelor's degree, Intelligent Mechanical Engineering, Bachelor's degree, Intelligent Mechanical Engineering at Pukyong National UniversityDoctor of Philosophy - PhD, Bio and Brain Engineering (Bioinformatics), 3.95/4.3, Doctor of Philosophy - PhD, Bio and Brain Engineering (Bioinformatics), 3.95/4.3 at KAISTMaster's degree, Mechanical Engineering (Microfluidics), Master's degree, Mechanical Engineering (Microfluidics) at Ulsan National Institute of Science and Technology
English, Korean
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (14)
r-package7
distributions6
overlap6
protein-sequences3
sequence-analysis2
bioinformatics2
feature-extraction2
classification1
machine-learning1
genomics1
feature-engineering1
classifier1
proteins1
sparse1
Programming languages (2)
Github contributions (5)
psychemistz/ovltools
Aug 2020 - Feb 2022
R package to compute distribution overlap between two sample distributions
Contributions:53 commits, 10 PRs, 44 pushes in 1 year 6 months
r-packagedistributionsrstatstwo-sampleoverlap
psychemistz/MVNet
Aug 2022 - Feb 2023
Contributions:23 commits, 18 pushes, 1 branch in 5 months
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