Pengfei Guo
Senior Research Scientist at NVIDIA
Virginia, United States
Summary
🤩
Rockstar🎓
Top SchoolPengfei 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.
8 years of coding experience
7 years of employment as a software developer
Johns Hopkins UniversityBachelor of Science - BS, Computional Mathematics, Bachelor of Science - BS, Computional Mathematics at Michigan State University
Github Skills (35)
pytorch10
python10
image-synthesis10
medical-image-processing10
machine-learning10
image-translation10
imaging10
generative-adversarial-network10
nvidia10
deep-learning10
privacy-protection10
federated-learning10
medical-image-computing10
computer-vision10
jupyter-notebook10
Programming languages (2)
Github contributions (5)
guopengf/FL-MRCM
Mar 2021 - Jun 2022
Contributions:65 commits, 60 pushes, 1 branch in 1 year 3 months
guopengf/ReconFormer
Jan 2022 - Jun 2022
ReconFormer: Accelerated MRI Reconstruction Using Recurrent Transformer
Contributions:11 commits, 17 pushes, 1 branch in 4 months
deep-learningmri-reconstructionpytorchtransformer
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