Hyeong Choi
Student Researcher at UW-Madison Computer Sciences
Madison, Wisconsin, United States
Summary
👤
Senior🎓
Top SchoolHyeong Choi is a Ph.D. student and researcher at UW–Madison focused on making LLM-based single- and multi-agent systems reliable, synergistic, and safe for real-world scientific applications. He brings eight years of experience spanning academic research and industry roles, including applied science at Amazon and an upcoming Google position working on multi-agent LLMs for scientific discovery. His background blends multi-modality, computer vision, knowledge graphs, and computational finance from his MS and research internships at Korea University, giving him a rare mix of theory and practical data engineering experience. Advised by Sharon Yixuan Li and with prior mentorship under Hyunwoo J. Kim and Jaewoo Kang, he combines rigorous academic methods with hands-on system-building. Fluent in bridging interdisciplinary teams, he often frames safety and interaction design as first-class research problems rather than afterthoughts.
8 years of coding experience
2 years of employment as a software developer
Doctor of Philosophy - PhD, Computer Science, Doctor of Philosophy - PhD, Computer Science at University of Wisconsin-MadisonMaster of Science - MS, Computer Science, Master of Science - MS, Computer Science at Korea Universitydiploma, English-Spanish, diploma, English-Spanish at Daewon Foreign Language High School
English, Spanish
Stackoverflow
197reputation
56kreached
2answers
13questions
Github Skills (48)
zipline8
escaping8
pythonic8
trading7
backtesting-trading-strategies7
theory7
python7
algorithmic-trading7
gitbash6
keras6
anaconda6
finance6
backtesting6
git6
importerror6
Programming languages (3)
Github contributions (5)
imhgchoi/pytorch-implementations
Nov 2018 - Nov 2018
Contributions:81 commits, 59 pushes, 1 branch in 16 days
imhgchoi/ARIMA-LSTM-hybrid-corrcoef-predict
Aug 2018 - Oct 2018
Contributions:46 commits, 40 pushes, 1 branch in 1 month
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