Sungha Choi
Assistant Professor at Kyung Hee University
Seoul, South Korea
Summary
👤
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
1reputation
0reached
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Github Skills (26)
compression9
optimization8
inference8
mixture-of-experts8
pytorch8
datasets7
machine-learning7
gpu7
deep-learning7
deepspeed6
data-parallelism6
python6
efficientnet5
distributed-training4
batch-normalization4
Programming languages (2)
Github contributions (5)
shachoi/HANet
May 2020 - Jun 2022
Contributions:15 commits, 34 pushes, 1 branch in 2 years 1 month
awesome-davian/lecture-videos
Mar 2018 - Jun 2019
Contributions:27 commits, 25 pushes in 1 year 2 months
pythoncommentsvideostamps
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