Sung-heon Park
Senior Machine Learning Engineer at Lucid Motors
Newark, California, United States
Summary
👤
Senior🎓
Top SchoolSung-heon Park is a Senior Machine Learning Engineer with nine years of experience specializing in 3D vision and neural rendering, currently building neural rendering–based 3D reconstruction for autonomous driving at Lucid Motors. He holds a PhD from Seoul National University and has led research at Samsung Advanced Institute of Technology and Northwestern, delivering fast-training dynamic NeRFs, few-shot NeRF methods, and dynamic 3D Gaussian splatting that couples instance segmentation with reconstruction. His work has practical impact in consumer products (face liveness and white balance improvements integrated into Samsung devices) and in academic systems for photorealistic, pose-drivable human avatars from monocular video. Recognized internally at Samsung with top awards, he blends rigorous academic methods with production-minded engineering, optimizing for model size, speed, and accuracy. Based in Newark, California, he brings both deep research credentials and hands-on system-building to bridge 4D scene understanding and real-world deployment. An underappreciated strength is his focus on test-time refinement and low-rank optimization to make advanced neural rendering techniques tractable for real-time applications.
9 years of coding experience
6 years of employment as a software developer
Doctor of Philosophy - PhD Intelligent Systems, Doctor of Philosophy - PhD Intelligent Systems at Seoul National UniversityBachelor's degree Exchange Student, Bachelor's degree Exchange Student at RMIT UniversityMaster's degree Computer Science, Master's degree Computer Science at Korea Advanced Institute of Science and Technology
Github Skills (11)
depth5
prediction5
stacked3
pose-estimation2
pose2
hourglass2
tensorflow2
machine-learning2
deep-learning2
pytorch2
human-pose-estimation1
Programming languages (2)
Github contributions (5)
sungheonpark/sungheonpark.github.io
Jan 2022 - Apr 2025
Contributions:48 pushes, 1 branch in 3 years 3 months
sungheonpark/music_source_sepearation_SH_net
Jun 2018 - Aug 2018
Contributions:7 commits, 6 pushes, 1 branch in 2 months
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