Sungha Choi
Assistant Professor at Kyung Hee University
Seoul, South Korea
Summary
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Senior🎓
Top SchoolSungha Choi is an Assistant Professor of Artificial Intelligence at Kyung Hee University and a former Qualcomm AI research scientist with eight years blending industrial R&D and academic rigor to advance On-Device and Agentic AI. His work focuses on multimodal embedding, long-context understanding for text and video, generative model fine-tuning and personalization, and test-time adaptation, drawing on hands-on experience deploying AI on neural processing units in automotive and mobile settings. He has led applied projects across vision tasks—semantic segmentation, anomaly detection, image generation/translation—and built production-facing features from in-vehicle cockpit AI to 5G telematics. Trained with a PhD in Deep Learning from Korea University and master's and bachelor's degrees from Sogang University, he uniquely bridges low-level embedded constraints with large-model research. Colleagues describe him as someone who turns cutting-edge models into practical, on-device systems that respect real-world constraints.
8 years of coding experience
7 years of employment as a software developer
Master's degree, Machine Learning from Computer Science, Master's degree, Machine Learning from Computer Science at Sogang UniversityDoctor of Philosophy - Ph.D., Deep Learning from Computer Science, Doctor of Philosophy - Ph.D., Deep Learning from Computer Science at Korea University
Stackoverflow
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Github Skills (20)
timestamps10
timestamp9
compression9
pytorch8
mixture-of-experts7
machine-learning7
gpu7
deepspeed6
deep-learning6
data-parallelism6
inference6
batch-normalization6
datasets5
distributed-training4
tensorflow4
Programming languages (2)
Github contributions (5)
sunghac/RobustNet
Mar 2021 - Jun 2022
Official PyTorch implementation of RobustNet (CVPR 2021 Oral)
Contributions:59 commits, 1 PR, 58 pushes in 1 year 2 months
pytorch
sunghac/HANet
May 2020 - Jun 2022
Official PyTorch implementation of HANet (CVPR 2020)
Contributions:15 commits, 34 pushes, 1 branch in 2 years 1 month
pytorch
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