Man Ho
Machine Learning Scientist at SpreeAI
Salt Lake City, Utah, United States
Summary
👤
Senior🎓
Top SchoolMan Ho is a machine learning scientist and Research Fellow at the University of Utah with nine years of experience developing AI methods for cancer diagnosis, prognosis, and treatment, particularly for prostate and kidney cancer. He has a strong track record in medical and multimedia imaging—adopting latent diffusion models to restore histopathology images and boosting subtype classification AUCROC from ~82% to ~95% on challenging frozen and FFPE samples. His background spans academia and industry, from video-compression research and smartphone photo-scanning models to deploying face-recognition and tracking systems in production. A PhD-trained researcher who mentors PhD candidates and contributes open-source tools (e.g., repositories for video compression and image restoration), he blends rigorous research with practical engineering and real-world deployments. Based in Salt Lake City, he is also an accomplished photographer, applying imaging insight across both scientific and creative projects.
9 years of coding experience
5 years of employment as a software developer
Bachelor of Science with Honours, Computer Science, Bachelor of Science with Honours, Computer Science at University of Information TechnologyDoctor of Philosophy - PhD, Science and Engineering, 4.0, Doctor of Philosophy - PhD, Science and Engineering, 4.0 at Hosei University Koganei Campus
Github Skills (30)
histopathology10
slow-motion10
clam10
biomedical-engineering10
weakly-supervised-learning10
convolutional-neural-networks9
data-efficient9
optical-flow9
biomedical9
digital-pathology9
deeplab8
slide8
voc7
deep-learning7
pytorch6
Programming languages (3)
Github contributions (5)
minhmanho/deep_preset
Jul 2020 - Feb 2021
Contributions:10 commits, 12 pushes, 13 comments in 6 months
minhmanho/respecting_content_ist
Oct 2019 - Sep 2021
Contributions:19 commits, 15 pushes, 1 branch in 1 year 10 months
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