Hiroki Tanabe
Data Scientist
Hyogo Prefecture, Japan
Summary
🤩
Rockstar🎓
Top SchoolHiroki Tanabe is a data scientist with seven years of experience who combines rigorous academic training—a Ph.D. in computer science from Kyoto University—and hands-on ML engineering to build CVR prediction models for high-throughput advertising platforms. At LINEヤフー he owns the full model lifecycle, from PySpark data aggregation and TensorFlow/LightGBM training to deployment with TensorFlow Serving/Triton and MLOps automation via Airflow and Argo. His research background in multiobjective optimization produced published algorithms and an open-source Python package, reflecting his ability to translate theory into production-ready code. He has a track record across startups and industry (HACARUS, Cookpad, Yahoo) solving image, recommendation, and causal inference problems, and he complements his technical work by shipping monitoring tools like a Streamlit dashboard. Outside of work he runs two YouTube channels and builds a Python-driven AI VTuber pipeline that autonomously generates and uploads news commentary, demonstrating a rare blend of creative product building and systems automation.
7 years of coding experience
1 year of employment as a software developer
Doctor of Philosophy - PhD, Computer Science, Doctor of Philosophy - PhD, Computer Science at Kyoto University
English, Japanese
Github Skills (68)
python10
animation10
video-processing10
resampling10
mason10
ffmpeg10
video-editing10
package10
editing10
manager10
gif10
portable9
formatters9
lua9
nvim9
Programming languages (9)
Github contributions (5)
zalgo3/resume
May 2022 - Nov 2024
My resume
Contributions:15 PRs, 18 pushes, 17 branches in 2 years 6 months
zalgo3/zalgo-official.com
Mar 2023 - Apr 2025
Contributions:91 PRs, 140 pushes, 90 branches in 2 years 1 month
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.