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followers: 101.0 following: 149.0 repos: 146.0 gists: 1.0

Name: Yusuke Minami

Type: User

Company: Shopee Singapore

Bio: Algorithm Engineer (Formerly Data Scientist) in Singapore. Author of ML Python packages: PipelineX (Pipeline for eXperimentation) and CausalLift (marketing).

Twitter: Minyus86

Location: Singapore

Blog: https://www.linkedin.com/in/yusukeminami/

Yusuke Minami

Interests

Data Science
Machine Learning
Artificial Intelligence
Computer Vision
Causal Inference

Tech stack

IDE
- VS 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)
- TensorFlow
- Scikit-learn
- Pandas
- OpenCV
- Apache Airflow
- MLflow (ML Experiment tracking)
- Kedro
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

Yusuke Minami's Projects

airflow

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

airflow-dags

airflow-rest-api-plugin

A plugin for Apache Airflow that exposes rest end points for the Command Line Interfaces

airflow_kubernetes_pod_operator_example

all-in-one-code

allennlp

An open-source NLP research library, built on PyTorch.

arcface-pytorch

average-precision

awesome-apache-airflow

Curated list of resources about Apache Airflow

awesome-dataset-annotations

Sample dataset annotations for Vision and Language tasks

awesomebook

briefcase_proj

causalimpact

Python Causal Impact port of Google's Algorithm.

causallift

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

causalml

Uplift modeling and causal inference with machine learning algorithms

charts

Curated applications for Kubernetes

chezmoi-dotfiles-local

ckad-resources

Study materials for k8s CKAD

clickbait

Clicks can be Cheating: Counterfactual Recommendation for Mitigating Clickbait Issue

client-server-docker-compose-example

Docker-Compose Client/Server example. Created for "A beginner's guide to Docker - how to create a client/server side with docker-compose" article on HereWeCode.