Hyun Lee
Graduate Researcher
Palo Alto, California, United States
Summary
👤
Senior🎓
Top SchoolHyun Lee is a graduate researcher and computational neuroscientist with nine years of experience developing probabilistic and machine-learning models for neural time series and large-scale neural data. Based at Stanford after prior research at Columbia and Seoul National University, he builds novel switching autoregressive low-rank tensor models, spike-localization and registration pipelines, and image-based methods to track time-varying neural activity. His work blends principled statistical modeling with practical engineering—denoisers, point-neuron simulators, and multi-task neural nets—to improve inference accuracy and reproducibility across experiments. Comfortable spanning theory and systems, he has applied RL for model regularization, efficient CNN compression techniques, and LSTM attention for prognostics, revealing a knack for translating algorithmic ideas into scalable research tools. An ex-Sergeant and translator in the ROK Army, he brings discipline and cross-cultural communication skills to collaborative, interdisciplinary teams in Palo Alto.
9 years of coding experience
4 years of employment as a software developer
Master of Science - MS, Computer Science, Master of Science - MS, Computer Science at Columbia University in the City of New YorkHigh School, High School at Woodberry Forest SchoolDoctor of Philosophy - PhD, Computer Science, Doctor of Philosophy - PhD, Computer Science at Stanford University
Korean, English
Github Skills (57)
firefox10
mozilla10
modular9
browser9
toolchain9
android9
clang8
dht8
llvm8
model-state7
drag7
mcfunction7
holochain7
compiler7
recyclerview7
Programming languages (11)
Github contributions (5)
dlee67/XBuildTrimble
Apr 2018 - Jul 2024
Contributions:15 pushes, 1 branch in 6 years 3 months
dlee67/LispPractice
Jul 2017 - Jun 2022
Contributions:12 pushes, 1 branch in 5 years
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.