Minseong Kim
Researcher, Co-Founder at Earth Eight
Gyeonggi, South Korea
Summary
👤
Senior🎓
Top SchoolMinseong Kim is an AI/ML researcher and co-founder with a decade of experience applying computer vision and machine learning to environmental and real-world problems. He leads research at Earth Eight focused on earth and environmental challenges, and previously developed wildfire detection and continual learning methods at Alchera’s Anomaly Analysis Lab. His early work at Kakao explored efficient neural style transfer through channel pruning and uncorrelated feature encoding, reflecting a strong interest in model compression and practical deployment. Holding a master’s specialization in machine learning for computer vision, he blends academic rigor with hands-on research-to-product experience and a track record of tackling non-rigid object detection like smoke—an area that demands creative data and model strategies.
10 years of coding experience
2 years of employment as a software developer
Master's degree, Machine learning for computer vision, Master's degree, Machine learning for computer vision at 영남대학교
Github Skills (18)
python8
deep-learning8
gpu8
machine-learning8
neural-network6
tensorflow6
numpy5
pytorch4
pruning4
object-detection3
gpu-acceleration3
acceleration3
convergence3
tensor3
transformers2
Programming languages (2)
Github contributions (5)
tyui592/awesome-precipitation-nowcasting
May 2022 - Jan 2023
Contributions:28 commits, 62 pushes, 1 branch in 8 months
tyui592/tensorflow_study
Mar 2018 - Dec 2024
Contributions:1 push, 1 branch in 6 years 10 months
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