Shinya Sumikura
Machine Learning Engineer
Japan
Summary
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RockstarShinya Sumikura is a Machine Learning Engineer based in Japan with a decade of experience focused on 3D computer vision and machine learning. He combines practical engineering skills with a research-minded enthusiasm for spatial perception problems, often exploring 3D reconstruction and depth-aware models. Comfortable moving between prototyping and production, he brings a decade-long perspective on applying ML to real-world vision tasks. Though his public footprint is concise, his GitHub bio signals a sustained, specialized interest that likely drives iteration on novel 3D pipelines and inference optimizations.
10 years of coding experience
Github Skills (21)
bag-of-words10
socket-io-client10
geometry9
intrinsics9
stereo9
vocabulary9
3d-reconstruction9
bag9
homography9
structure-from-motion9
computer-vision9
socket8
colmap8
socket-io7
pipeline7
Programming languages (2)
Github contributions (5)
kensakurada/openvslam
May 2019 - Aug 2020
Versatile Visual SLAM Framework
Contributions:464 commits in 1 year 3 months
visual-slamversatile
shinsumicco/dotfiles
Nov 2017 - Aug 2023
Contributions:24 pushes, 1 branch in 5 years 9 months
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