Hyeseon Ko

Research Engineer at Penn State University

Seongnam-si, South Korea
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Summary

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Senior
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Top School
Hyeseon Ko is a research engineer with nine years of experience at the intersection of NLP, neuroimaging analysis, and industry-scale search systems, currently contributing to NAVER Cloud. She holds a top-grade master's in computer engineering from Sungkyunkwan University and has international study experience in mathematics and computer science via exchanges at Edinburgh and Nanyang Technological University. Her work spans academic research—using fMRI data for sentence classification and diverse text generation with autoencoders—to applied R&D roles at NAVER Corp and internships that fed into production search research. She has taught and lectured extensively on data structures, databases, machine learning, and practical AI topics for industry partners like Samsung SDS and LG, demonstrating an ability to translate theory into hands-on training. Based in Seongnam-si, South Korea, she combines rigorous academic grounding with practical engineering experience and a curiosity for cognitive signals in language models. Outside of work she’s an avid traveler and dog lover, a personal trait that often surfaces in bilingual notes and collaboration style.
code9 years of coding experience
job3 years of employment as a software developer
bookExchange program, Mathematics, Exchange program, Mathematics at The University of Edinburgh
bookMaster's degree, Computer Engineering, Master's degree, Computer Engineering at Sungkyunkwan University
bookExchange program, Computer Science, Exchange program, Computer Science at Nanyang Technological University Singapore
languagesEnglish, Korean, Spanish
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Stackoverflow

Stats
51reputation
1kreached
0answers
2questions
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Github Skills (26)

nlg7
nlp6
embedding6
natural-language-processing6
grads6
seq2seq6
adversarial-attacks6
data-augmentation5
style-transfer5
natural-language-generation5
artificial-intelligence4
data-science4
machine-learning4
text-classification4
text-processing4

Programming languages (2)

Jupyter NotebookPython

Github contributions (5)

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hyeseonko/LeetCode

Dec 2021 - Oct 2022

Contributions:2012 commits, 1868 pushes, 1 branch in 10 months
hyeseonko/Algorithm-Baekjoon

Apr 2017 - Dec 2021

Contributions:183 pushes, 2 branches in 4 years 8 months
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