Yeon Seonwoo

Applied Scientist at Amazon

New York City Metropolitan Area United States
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Summary

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Senior
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Top School
Yeon Seonwoo is an Applied Scientist at Amazon with a decade of experience building and researching language models and agentic search systems. With a Ph.D. from KAIST focused on machine learning, deep learning, language modeling and stochastic processes, Yeon bridges rigorous academic research and product-facing ML at scale. Past internships at Amazon and Adobe and early research in evolutionary algorithms reflect a breadth from foundational algorithms to applied NLP. Based in the NYC area, Yeon is comfortable moving ideas from prototype to production and brings a rare combination of doctoral-level theory and hands-on engineering experience. An understated strength is a track record of interdisciplinary collaboration across research labs and industry teams, enabling fast iteration on experimental AI features.
code10 years of coding experience
job2 years of employment as a software developer
bookGraduate, Computer Science and Engineering, 4.0/4.5, Graduate, Computer Science and Engineering, 4.0/4.5 at Sungkyunkwan Univ.
bookPh.D., Machine Learning, Deep Learning, Language Modeling, Stochastic processes, Ph.D., Machine Learning, Deep Learning, Language Modeling, Stochastic processes at Korea Advanced Institute of Science and Technology
languagesKorean, English
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Github Skills (1)

react5

Programming languages (2)

HTMLPython

Github contributions (5)

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yeonsw/RankEncoder

Sep 2022 - Dec 2022

Contributions:17 commits, 12 pushes, 1 branch in 2 months
yeonsw/yeonsw.github.io

Nov 2019 - Jun 2022

A personal academic website built on top of a Google Sheet document that is super easy to maintain.
Contributions:27 pushes in 2 years 7 months
reactjavascriptsheetgoogle-sheeton-top
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Yeon Seonwoo - Applied Scientist at Amazon