Changyeop Shin
Senior Researcher at Hana Institute of Technology (하나금융융합기술원)
Seoul, South Korea
Summary
👤
Senior🎓
Top SchoolChangyeop Shin is a senior researcher based in Seoul with eight years of experience building AI-driven systems spanning virtual humans, computer vision, and anomaly detection. He currently leads development of real-time facial motion synthesis, diffusion and NeRF-based face reenactment, and production customer-service avatars at the Hana Institute of Technology. His background includes AI-driven radiation monitoring at KAERI and satellite-image analysis for defense applications, reflecting a strong applied-research-to-deployment orientation. Trained in electrical engineering and AI at GIST and KAIST, he bridges computational imaging, deep learning, and real-time system constraints. He publishes academically (Google Scholar profile) while focusing on commercializing generative and real-time ML models. An uncommon strength is his track record of moving lab-scale generative techniques into latency-sensitive enterprise products.
8 years of coding experience
6 years of employment as a software developer
Bachelor of Engineering - BE, Electrical and Electronics Engineering, Bachelor of Engineering - BE, Electrical and Electronics Engineering at Gwangju Institute of Science and TechnologyKyeongbuk Science High SchoolMaster's degree, Artificial Intelligence, Master's degree, Artificial Intelligence at Korea Advanced Institute of Science and Technology
Korean, English
Github Skills (33)
expert8
adversarial-learning7
backbone7
deeplab7
speech6
adaptation6
efficientnet6
semi-supervised-learning6
enet6
generalization5
transfer-learning5
visual-recognition5
information-theory5
image-translation5
semantic-segmentation5
Programming languages (1)
Github contributions (5)
NICALab/rlpnet
Jul 2021 - Sep 2021
Contributions:56 commits, 53 pushes, 1 branch in 2 months
scey26/srdualglow
Jun 2021 - Jul 2021
Contributions:27 pushes, 3 branches in 27 days
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