Wonju Lee
Principal ML Engineer at Analog Devices
Ireland
Summary
🤩
Rockstar🎓
Top SchoolWonju Lee is an aspiring electrical and computer engineering student at Princeton with four years of hands-on experience applying ML, power electronics, and embedded systems to real-world problems. At Princeton’s Power Electronics Research Lab he accelerated LSTM and transformer models with NVIDIA collaboration, built physics-informed symbolic regression for magnetic core loss interpretability, and contributed to APEC-presented work. He has practical hardware and systems experience from roles in electric vehicle teams and robotics—designing PCBs, CAN interfaces, thermal-throttling systems, and award-winning autonomous navigation electronics. Complementing technical depth, Wonju has real-world product and field experience from micromobility app development and ecological research, reflecting a strong interest in environmental solutions and global markets. Outside engineering he’s a classical percussionist, competitive soccer player, and F1 fan, traits that signal discipline, teamwork, and a taste for high-performance systems.
4 years of coding experience
8 years of employment as a software developer
Doctor of Philosophy (Ph.D.), Electrical Engineering, Doctor of Philosophy (Ph.D.), Electrical Engineering at 한국과학기술원(KAIST)
Github Skills (55)
genai10
transformers10
pytorch10
recommendation-system10
python10
classification10
imagenet10
image-classification10
semantic-segmentation10
incremental-learning10
diffusion-models10
machine-learning10
stable-diffusion10
inference10
onnx10
Programming languages (2)
Github contributions (5)
open-edge-platform/datumaro
Oct 2022 - Jan 2023
Dataset Management Framework, a Python library and a CLI tool to build, analyze and manage Computer Vision datasets.
Contributions:2 releases, 639 reviews, 9 commits in 3 months
clicomputer-visionpythondeep-learningneural-networks
wonjuleee/training_extensions
May 2022 - Oct 2024
Contributions:1 PR, 121 pushes, 33 branches in 2 years 5 months
optimizationoptimization-toolsmachine-learning
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