Yutaka Imoto

MLOps Engineer at DeNA

Tokyo, Japan
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Summary

👤
Senior
🎓
Top School
Yutaka Imoto is an MLOps Engineer with 12 years’ experience building and operating cloud-native AI and web systems from Tokyo. At DeNA he leads projects that deploy NLP and CV models as services on Kubernetes/GCP, and his team cut average offence-to-shutdown time by 80% within six months for a live streaming safety system. He combines hands-on server-side development of large-scale gaming and account platforms with cloud architecture and CI/CD expertise (Docker, Argo CD, Kubebuilder). Comfortable spanning system design to production ops, he focuses on reliable, scalable ML inference pipelines and real-time moderation use cases. A University of Tokyo information physics graduate, he brings a research-minded approach to pragmatic engineering and cross-functional team building.
code12 years of coding experience
job7 years of employment as a software developer
bookBachelor of Engineering - BE, Information Physics, Bachelor of Engineering - BE, Information Physics at 東京大学
languagesChinese, Japanese
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Github Skills (22)

buffering9
buffered8
buf8
session-store5
session-cookie5
golang4
activemodel3
ruby-on-rails3
ruby2
rails2
activerecord2
sinatra2
go2
graph1
lightning1

Programming languages (4)

GoPerlRubyPython

Github contributions (5)

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avvmoto/buf-readerat

Sep 2016 - Nov 2017

Package buf-readerat implements buffered io.ReaderAt. It wraps an io.ReaderAt object, creating another io.ReaderAt object that also implements the interface but provides buffering.
Contributions:10 commits, 2 PRs, 7 pushes in 1 year 1 month
wrapsbufbufferingbuffered
Python test cases of popular algorithm for training
Contributions:2 PRs, 26 pushes, 3 branches in 1 month
casespythonmachine-learningtrainingpython-test
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Yutaka Imoto - MLOps Engineer at DeNA