Yusuke Minami

Interests

• AI
• Machine Learning
• Data Science
• Computer Vision
• Recommender Systems
• Multi-modal Learning
• Causal Inference
• Healthcare

Personal Projects

• PipelineX: Python package to build production-ready pipelines for experimentation with Kedro, MLflow, and more

  

• CausalLift: Python package for causality-based Uplift Modeling in real-world business

  

• Comparison of Python pipeline packages: Airflow, Luigi, Gokart, Metaflow, Kedro, PipelineX

  

• Kaggle NFL Big Data Bowl 42nd place solution

  

• VS Code extension for SQL diagnostics

  

• Recurtx: CLI to recursively search and transform text files in xargs style

  

• Ring Fit Mega Man: Gamified fitness with Nintendo Switch Ring Fit controller set

  

Tech stack

• coding environment
  • VS Code
  • Antigravity
  • Claude Code
• versioning
  • Git
• shell
  • Bash
  • Xonsh (Python-powered and pip-installable shell with suggestions imported from bash-completion)
• terminal
  • Wezterm (terminal with quick copying feature)
• Editor
  • Vim
• containerization
  • Docker
  • Kubernetes
• CI/CD
  • GitLab CI/CD
• Python formatting
  • Black (Python auto-formatting for early issue detection)
  • Ruff (Fast Python linter which can replace Flake8, its plugins, isort, etc. for early issue detection)
• Python packages
  • PyTorch
    • MMPreTrain (formerly MMClassification and MMSelfSup)
    • Hugging Face timm
  • TensorFlow
  • Scikit-learn
  • Numpy
  • Pandas
  • Polars
  • OpenCV
  • Apache Airflow
  • MLflow (ML Experiment tracking)
  • LanceDB (ANN Vector Search)
  • Kedro
• Golang
• ML model serving
  • ONNX
  • Triton
• SQL
  • Spark
  • Trino (formerly PrestoSQL)
• storage access
  • rclone (Universal CLI to access remote storages such as S3, HDFS, etc.)
• API framework
  • OpenAPI Specification

Natural languages

• English
• Mandarin Chinese
• Japanese
• Korean

Contacts

• LinkedIn