Shinichi Takayanagi
Principal at Boston Consulting Group (BCG)
Tokyo, Japan
Summary
👤
Senior🎓
Top SchoolShinichi Takayanagi is a Principal AI engineer and data scientist based in Tokyo with 14 years of experience bridging software engineering, financial modeling, and machine learning to deliver business impact. He has deep technical roots in C++/R/Python/Scala and a PhD in Statistical Science, enabling him to design complex ML algorithms, ETL systems, and simulation engines for clients across retail, oil & gas, healthcare, finance, and government. At BCG and BCG X he leads end-to-end AI programs from ideation to production, including personalization, RAG-enabled generative AI, and discrete-event coastal ship simulations. His background as a financial engineer informs rigorous modeling and risk-aware solutions—he’s built pricing/greeks systems, Kalman/particle filters, and portfolio optimization tools for front offices. He also has hands-on product experience in ads and B2B search/recommendation systems, and a track record of turning data science into measurable commercial value. Colleagues describe him as a practitioner who combines academic rigor with pragmatic engineering to make complex algorithms usable for stakeholders.
14 years of coding experience
19 years of employment as a software developer
博士, Statistical Science, 博士, Statistical Science at 総合研究大学院大学Master degree, Physics, Master degree, Physics at 北海道大学
Japanese, Chinese
Github Skills (54)
python10
scraper10
crawling10
scrapy10
crawler10
rocket9
web-development9
rust8
remote-control8
jekyll8
histogram8
modular8
recall7
aws-sdk7
ruby7
Programming languages (9)
Github contributions (5)
shinichi-takayanagi/shinichi-takayanagi.github.io
Sep 2017 - May 2024
My web page
Contributions:2 PRs, 23 pushes, 4 branches in 6 years 8 months
javascriptweb-page
y-bar/netcleanser
May 2021 - May 2021
The library makes parsing and manipulation of URL🌐 and Email address📧 easy.
Contributions:8 releases, 6 reviews, 20 commits in 13 days
manipulationemailaddressemail-addressparsing
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