Hirofumi Kobayashi
AI Solution Architect at NVIDIA
California, United States
Summary
👤
Senior🎓
Top SchoolHirofumi Kobayashi is an AI Solution Architect at NVIDIA with eight years applying machine learning and optics expertise to biomedical imaging, generative AI, and defect detection. He holds a Ph.D. in Optics from The University of Tokyo and has translated research into production-ready tools—from large models on HPC to lightweight GUI-enabled models on laptops. His work spans histopathology generative models, image translation and segmentation, and robust data-cleaning pipelines, backed by multiple publications in top journals. Comfortable setting up on-prem infrastructure and Dockerized workflows, he bridges deep research rigor with practical deployment experience. Colleagues note his knack for turning complex microscopy and genomic problems into elegant ML solutions that run at both scale and edge.
8 years of coding experience
5 years of employment as a software developer
Exchange Student, Metabolism, Exchange Student, Metabolism at Ecole normale supérieure de LyonExchange Student, Chemistry, Exchange Student, Chemistry at University of California, DavisUniversity of TokyoBachelor of Science, Chemistry, Bachelor of Science, Chemistry at Tokyo University of Science
Github Skills (45)
optuna10
viewer10
image10
image-viewer10
image-processing9
visualization9
parallel9
python9
denoising9
autoencoder9
machine-learning9
hyperparameter-optimization9
microscopy9
scientific-visualization9
self-supervised-learning8
Programming languages (5)
Github contributions (5)
royerlab/cytoself
Apr 2021 - Jan 2023
Contributions:106 commits, 1 push, 1 branch in 1 year 8 months
li-li-github/cytoself
Oct 2022 - Nov 2023
Self-supervised models for encoding protein localization patterns from microscopy images
Contributions:31 pushes, 32 branches in 1 year 1 month
microscopy-imagesautoencodersupervisedstructural-biologyencoding
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.