Sanghoon Yoo
Senior Data Scientist
Detroit Metropolitan Area United States
Summary
👤
Senior🎓
Top SchoolSanghoon Yoo is a Senior Data Scientist with seven years of experience applying machine learning and control engineering to financial services and autonomous driving domains. Currently at Charles Schwab, he blends practical production ML with a strong foundations in control systems developed through roles at Hyundai Kia and research at the University of Michigan. He holds a rigorous academic background including a perfect 4.0 M.S. in Mechanical Engineering and specialized self-driving car certifications, and earlier contributed to vehicle energy-optimization and ADAS features that cut fuel use and improved drivability. Comfortable shipping models on cloud and in Docker, Sanghoon pairs hands-on implementation (deep learning segmentation, GCP training, deployment) with systems thinking from embedded control to scalable AI. Colleagues would note his ability to translate complex academic methods into deployable, measurable business impact across both automotive and financial platforms.
8 years of coding experience
5 years of employment as a software developer
Bachelor of Science, Mechanical Engineering, 3.7, Bachelor of Science, Mechanical Engineering, 3.7 at Seoul National UniversityMaster's degree, Mechanical Engineering, 4.0/4.0, Master's degree, Mechanical Engineering, 4.0/4.0 at University of Michigan College of EngineeringCertifcation of Completion, Self Driving Car Engineer, Certifcation of Completion, Self Driving Car Engineer at UdacitySpringboard Machine Learning Career Track
English, Korean
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (24)
ros8
simulator7
computer-vision6
autonomous-driving6
imitation-learning6
unreal-engine-46
deep-reinforcement-learning5
ai5
deep-learning5
artificial-intelligence5
openai-gym4
self-driving-car4
cross-platform4
autonomous-vehicles3
paper3
Programming languages (6)
Github contributions (5)
Usaywook/robotics.study
Dec 2021 - Jun 2026
Contributions:3 pushes, 1 branch in 4 years 6 months
Usaywook/Usaywook
Nov 2021 - May 2026
Contributions:18 pushes, 1 branch in 4 years 7 months
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