Pengfei Guo
Summary
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RockstarPengfei Guo is a Senior Research Scientist at NVIDIA with eight years of experience at the intersection of computer vision, machine learning, and medical image analysis. He earned a Ph.D. in Computer Science from Johns Hopkins, where he worked in the Vision and Image Understanding Lab and collaborated closely with the School of Medicine to translate research into clinical applications. His career includes research roles and internships at NVIDIA, Google, Hyperfine, and Johns Hopkins Medicine, reflecting a blend of industry-scale applied research and academic rigor. Known for moving ideas from prototype to production, he focuses on imaging-driven solutions that bridge deep learning and healthcare diagnostics. Based in Virginia, he combines a computational mathematics background with a track record of cross-disciplinary collaboration and practical impact.
9 years of coding experience
Github Skills (38)
pytorch10
image-synthesis10
medical-image-processing10
image-translation10
generative-adversarial-network10
imaging10
nvidia10
deep-learning10
privacy-protection10
federated-learning10
ai10
medical-image-computing10
generative-model10
jupyter-notebook10
anomaly-detection9
Programming languages (2)
Github contributions (5)
guopengf/FL-MRCM
Mar 2021 - Jun 2022
Multi-institutional Collaborations for Improving Deep Learning-based Magnetic Resonance Image Reconstruction Using Federated Learning
Contributions:65 commits, 60 pushes, 1 branch in 1 year 3 months
deep-learningfederated-learningimage-reconstructionpytorch
guopengf/Auto-FedRL
Jul 2022 - Jan 2023
Contributions:7 commits, 3 pushes in 6 months
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