Sungman Cho
Founder at OriginLayer
San Francisco Bay Area United States
Summary
🤩
Rockstar🎓
Top SchoolSungman Cho is a founder and AI engineer based in the San Francisco Bay Area focused on democratizing on-device AI to address long-term challenges like climate change, population aging, and food security. With four years of hands-on experience across research and startup roles, he has optimized computer vision models for edge deployment at Intel and led medical imaging AI projects handling over a million chest X-rays. He co-founded TBD Labs, running extensive customer discovery (200+ interviews) and converting 2K+ prospects to shape product-market fit and technical roadmaps. Currently building an "developer-friend" AI assistant at OriginLayer, Sungman blends deep model expertise, edge optimization, and pragmatic GTM experience. He’s an active proponent of collaborative “coworking” approaches and maintains open resources on self-supervised learning and model training on GitHub.
3 years of coding experience
6 years of employment as a software developer
Master's degree, Media IT Engineering, Master's degree, Media IT Engineering at Seoul National University of Science and Technology
Github Skills (47)
pytorch10
text-recognition10
anomaly-detection10
image-classification10
imagenet10
incremental-learning10
openmmlab10
machine-learning10
openvino10
super-resolution10
sift10
datasets10
semi-supervised-learning10
image-segmentation10
deep-learning10
Programming languages (1)
Github contributions (5)
sungmanc/training_extensions
Jun 2022 - Mar 2024
Trainable models and NN optimization tools
Contributions:2 PRs, 400 pushes, 98 branches in 1 year 9 months
optimizationoptimization-toolsmachine-learning
openvinotoolkit/training_extensions
Oct 2022 - Jan 2023
Train, Evaluate, Optimize, Deploy Computer Vision Models via OpenVINO™
Contributions:1771 reviews, 341 commits, 331 PRs in 3 months
detectron2siftimage-segmentationface-recognitionoptimization-tools
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