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.
7 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
Github Skills (30)
ros8
simulator8
simulation7
deep-reinforcement-learning7
computer-vision7
carla6
autonomous-driving6
deep-learning6
imitation-learning6
robotics6
artificial-intelligence6
unreal-engine-46
ai5
self-driving-car5
autonomous-vehicles5
Programming languages (5)
Github contributions (5)
Usaywook/gin
Aug 2022 - Dec 2022
Contributions:6 commits, 11 pushes, 4 branches in 4 months
Usaywook/rl_baseline
Mar 2020 - Mar 2021
Contributions:15 PRs, 75 pushes, 20 branches in 1 year
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.