Yasuhiro Yamaguchi
機械学習エンジニア at Cookpad
Yokohama, Japan
Summary
👤
Senior🎓
Top SchoolYasuhiro Yamaguchi is a machine learning engineer based in Yokohama with 10 years of experience focused on NLP, research-driven ML, and production deployment. He has blended academic research (M2 at Nara Institute) on information extraction from scientific papers with practical engineering at Cookpad, where he built and deployed models for real product needs and published work accepted to W-NUT workshops. His background includes improving OCR accuracy and developing recommendation and ranking systems for medical literature, demonstrating a knack for turning research ideas into robust, user-facing features. Comfortable across research, model training, and DevOps, he often bridges label-imbalance challenges in end-to-end extraction models—an expertise rooted in his conference publications.
10 years of coding experience
修士, Informatics, 修士, Informatics at 奈良先端科学技術大学院大学学士（工学）, 情報工学, 学士（工学）, 情報工学 at Shinshu University
Stackoverflow
1reputation
0reached
0answers
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Github Skills (91)
sentence10
optuna10
multilingual10
sentence-embeddings10
allennlp10
roberta10
filesystem10
electra10
huggingface-hub10
word-embeddings10
similarity10
bert10
sentence-similarity10
feed9
cli9
Programming languages (7)
Github contributions (5)
altescy/nlpstack
May 2023 - Aug 2024
📚 NLPSTACK: A Python Library for Natural Language Processing
Contributions:1 release, 131 PRs, 301 pushes in 1 year 3 months
natural-language-processingpythonnlppytorchscikit-learn
altescy/pastebin
Mar 2019 - Apr 2021
simple pastebin server with syntax highlight
Contributions:16 commits, 1 PR, 1 push in 2 years 1 month
pastebinpython
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