Works

MLOps

• Production-Ready Template for Kubeflow Pipelines
  • GitHub: https://github.com/a5chin/ml-pipelines
  • Features: Task-based modular design, multi-environment support (dev/prod), type-safe configuration management, CI/CD ready
  • Tech Stack: Python 3.11+, Kubeflow, uv, ty, Ruff, SQLFluff, Pydantic, Docker, Pytest, GitHub Actions

Python

• Standardizing Python Development Environments
  • GitHub: https://github.com/a5chin/python-uv
  • Zenn
    • https://zenn.dev/dena/articles/python_env_with_uv
    • https://zenn.dev/dena/articles/rye_python_in_devcontainer
• Solving Sudoku with AI
  • GitHub: https://github.com/a5chin/NumberPlaceSolver
  • Qiita: https://qiita.com/a5chin/items/6d35283a54a1022f9b24

Terraform

• Standardizing Terraform Development Environments
  • GitHub: https://github.com/a5chin/terraform-template
  • Zenn: https://zenn.dev/dena/articles/terraform_with_devcontainer