Daiki Tanaka
Machine Learning Engineer at 株式会社ムクイル / MUKUiL Inc.
Chiyoda, Japan
Summary
🤩
Rockstar🎓
Top SchoolDaiki Tanaka is a machine learning engineer with 16 years of software experience, blending applied ML research with production-grade MLOps and back-end engineering. He currently builds fraud-detection systems and robust ML infrastructure for e-commerce at BASE, and has prior experience shipping recommender, OCR, and document-information-extraction pipelines on AWS while collaborating with global teams at Money Forward. A contributor to the prominent CakePHP project and its documentation, he brings hands-on PHP backend and QA skills—an unusual cross-section for an ML professional that helps him bridge model, data, and application reliability. Trained in machine learning at Kyoto University, he also applies computer vision expertise to manufacturing digital transformation, and frequently turns large-scale SQL analytics into operational dashboards.
16 years of coding experience
3 years of employment as a software developer
修士, 機械学習, 修士, 機械学習 at 京都大学大学院広島大学附属高等学校学士, 情報学科, 学士, 情報学科 at 京都大学
Github Skills (14)
testing10
css10
cakephp10
php10
rs10
restructuredtext10
validation10
validations10
documentation10
javascript9
html9
web-framework9
caching8
memcached8
Programming languages (12)
Github contributions (5)
cakephp/docs
Jul 2015 - May 2019
CakePHP CookBook
Role in this project:
Full-stack Developer
Full-stack DeveloperContributions:88 commits, 77 PRs, 30 pushes in 3 years 10 months
Contributions summary:Daiki primarily contributed to improving the documentation of the CakePHP framework, focusing on enhancing the user experience and fixing various issues within the documentation. They addressed problems in the dropdown menu, menu display on smaller screens, and provided improvements to the search functionality. Furthermore, the user made changes to the code examples, ensuring they are up-to-date and accurate. They also worked on translating and improving the documentation in different languages.
phpcookbookcakephp
cakephp/cakephp
Dec 2016 - Jun 2019
CakePHP: The Rapid Development Framework for PHP - Official Repository
Role in this project:Back-end Developer & QA Engineer
Back-end Developer & QA EngineerContributions:33 commits, 22 PRs, 16 comments in 2 years 5 months
Contributions summary:Daiki primarily focused on improving the quality and reliability of the CakePHP framework. Their contributions included fixing a bug in the `Response::getStatusCode()` method, resolving a rare failure in a Memcached engine test, and correcting a validation pattern for credit card numbers. Furthermore, the user unified the arguments of debugging functions and reverted one of the changes.
php-frameworkormform-buildervalidationpsr-7
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