Suhyun Yoon
Researcher at Hyundai Motor Company (현대자동차)
South Korea
Summary
👤
Senior🎓
Top SchoolSuhyun Yoon is an AI researcher and graduate student at Sungkyunkwan University with nine years of professional experience, currently applying deep learning to computer vision problems at Hyundai Motor Company. Her work focuses on object detection, weakly-supervised learning, and the intersection of MLOps with server development and management, bridging research prototypes to production-ready services. She has practical full-stack experience from an early internship building web services with PHP, WordPress, MySQL and Agile tooling, which informs her pragmatic approach to deploying models. Based in South Korea, Suhyun combines academic rigor from an MS in Artificial Intelligence with hands-on engineering at a major automotive firm. She is especially interested in making weak supervision methods robust for real-world, large-scale datasets and streamlining model operations. Colleagues describe her as a researcher who thoughtfully balances experimentation with system engineering to drive impact beyond papers.
9 years of coding experience
Master of Science - MS, Artificial Intelligence, Master of Science - MS, Artificial Intelligence at 성균관대학교
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (14)
contrast7
prediction6
segmentation5
semantic5
semantic-segmentation5
pytorch4
gnn4
pixel4
evaluation4
react3
cooperation3
tensorflow2
machine-learning2
deep-learning2
Programming languages (2)
Github contributions (5)
suhyunyoon/wseg
Jun 2022 - Nov 2022
[CVPR'22] Weakly Supervised Semantic Segmentation by Pixel-to-Prototype Contrast
Contributions:149 commits, 2 PRs, 122 pushes in 5 months
pytorchsupervisedsemantic-segmentationprototypepixel
suhyunyoon/wsss_framework
Aug 2021 - Dec 2022
Contributions:99 commits, 47 pushes, 1 branch in 1 year 4 months
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.