Hankyu Moon

Principal Research Scientist In Generative And Multi-Modal AI

Mountain View, California, United States
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Summary

👤
Senior
🎓
Top School
Hankyu Moon is a Principal Research Scientist in Generative and Multi-Modal AI with nine years in industry research and a two-decade deep technical foundation in computer vision, machine learning, and predictive analytics. He designs data- and model-efficient deep learning algorithms and builds multi-modal LLMs that handle text, image, speech, and tabular inputs, with production-grade work in person/vehicle detection, re-identification, and multi-camera tracking. His research spans super-resolution, colorization, inpainting and GANs, and he has a proven record of translating theoretical advances—like topology-invariant indicators and provably optimal edge filters—into practical systems for markets, health monitoring, and HCI. Based in Mountain View, he blends PhD-level rigor with hands-on engineering at scale, often delivering solutions that reduce labeled-data needs while improving robustness across modalities.
code9 years of coding experience
job16 years of employment as a software developer
bookBS Mathematics Education, BS Mathematics Education at Seoul National University
bookPh.D. Electrical and Computer Engineering, Ph.D. Electrical and Computer Engineering at University of Maryland
languagesKorean, English
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Github Skills (7)

semantic-segmentation5
semantic3
deep-learning3
pytorch3
segmentation3
architectures2
docker1

Programming languages (2)

Jupyter NotebookPython

Github contributions (5)

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Contributions:12 commits, 8 pushes, 1 branch in 2 days
dreamegg/ml_hw

Nov 2018 - Jan 2022

Contributions:2 pushes, 1 branch in 3 years 3 months
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Hankyu Moon - Principal Research Scientist In Generative And Multi-Modal AI