Asuka Miyake
Data Scientist
Kanagawa Prefecture, Japan
Summary
🤩
Rockstar🎓
Top SchoolAsuka Miyake is a data scientist with eight years of experience blending applied research and full-stack engineering, currently driving data-driven features at LINE Corp from Kanagawa, Japan. Trained in cognitive science at The University of Tokyo and Waseda, she specializes in user modeling and behavior-change technologies developed during an eight-year research stint at NTT. Her open-source contributions span high-profile ecosystems—from improving SymPy's Mathematica parser and refactoring p5.js to modern ES6 upgrades and cross-platform tooling—demonstrating fluency across backend, frontend, and developer tooling. She pairs rigorous evaluation and testing practices with practical engineering, having added test coverage and language translations for mathematical functions and ported core library components to modern patterns. Notably, she has applied machine learning to real-world accessibility and health applications, such as navigation for visually impaired users and walking-promotion systems. Curious and multidisciplinary, she brings a researcher's rigor to production code and a developer's pragmatism to research prototypes.
8 years of coding experience
8 years of employment as a software developer
University of TokyoBachelor's degree, Human Science, Bachelor's degree, Human Science at 早稲田大学 WASEDA University
Stackoverflow
1,220reputation
130kreached
36answers
18questions
loops
top-5%
Github Skills (55)
algorithm10
algorithms10
computer-algebra10
javascript10
parser10
python10
scripting10
testing10
s610
tauri10
code-completion10
p5js10
data-structure10
pretier10
script10
Programming languages (26)
Github contributions (5)
processing/p5.js
Nov 2022 - Feb 2025
p5.js is a client-side JS platform that empowers artists, designers, students, and anyone to learn to code and express themselves creatively on the web. It is based on the core principles of Processing. http://twitter.com/p5xjs —
Role in this project:
Front-end Developer
Front-end DeveloperContributions:10 reviews, 26 PRs, 48 comments in 2 years 3 months
Contributions summary:Asuka primarily focused on refactoring and modernizing the p5.js library's codebase, particularly the core vector and table functionalities, along with shader, element, and graphics components. They ported these features to ES6 class syntax, enhancing maintainability and potentially performance. Additionally, the user updated the file structures to improve project organization.
designersprinciplesartclient-sidecanvas
baiy/Ctool
Oct 2021 - Jan 2023
程序开发常用工具 chrome / edge / firefox / utools / windows / linux / mac
Role in this project:Full-stack Developer
Full-stack DeveloperContributions:15 commits, 5 PRs, 9 comments in 1 year 3 months
Contributions summary:Asuka contributed to the `ctool` repository, which appears to be a collection of developer tools. Their work primarily revolved around enhancing the code formatter functionality, leveraging the Prettier library for code formatting across multiple languages. They also refactored code to utilize ES6 syntax and added support for Tauri, indicating involvement in both front-end and back-end aspects of the project.
qrcodefirefoxlinux-windowsutoolselectron
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.