Hideki Yamaguchi
Sr. AI ML Consultant, Professional Services at Amazon Web Services (AWS)
Chiyoda, Japan
Summary
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Senior🎓
Top SchoolHideki Yamaguchi is a senior AI/ML consultant and leader with 10 years of experience applying deep learning and cloud-native systems to drug discovery and industrial applications. He has led machine learning teams at Chugai Pharmaceutical and now advises enterprise customers at AWS Professional Services, combining hands-on model development (PyTorch, DGL) with production deployment on SageMaker, Docker, and gRPC/REST. His background spans academic research—PhD-level bioinformatics work on protein sequence design at AIST and the University of Tokyo—and practical algorithm engineering across healthcare, automotive, and security domains. Known for quickly prototyping ADMET and hit-generation models and building reproducible pipelines, he brings both scientific rigor and product-focused execution to therapeutic molecular design.
10 years of coding experience
13 years of employment as a software developer
Doctor of Philosophy - PhD, Bioinformatics, Doctor of Philosophy - PhD, Bioinformatics at 東京大学Batchelor, Theoretical Physics, Batchelor, Theoretical Physics at Kyoto University
Github Skills (44)
python10
data-science10
dataframes10
pandas10
manipulation10
data-structures10
frame10
data-analysis10
file-manipulation9
machine-learning9
data-manipulation9
deep-learning9
fasta8
sequence8
tensorflow8
Programming languages (5)
Github contributions (5)
dlnp2/blog
Jan 2017 - Jul 2020
Contributions:53 commits, 2 PRs, 44 pushes in 3 years 7 months
dlnp2/hugo-devresume-theme
Feb 2020 - Mar 2023
A free resume/CV template made for software developers.
Contributions:10 pushes in 3 years 1 month
templatecv-templatecv-resume
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