MLOps Automation

Goal

To elevate the codebase to production standards by adding Task Automation (mise), Git Hooks (lefthook), Containerization (docker), CI/CD (github-actions), and Experiment Tracking (mlflow).

Prerequisites

• Language: Python 3.14
• Manager: uv
• Context: Preparing for scale and deployment.

Instructions

1. Task Automation

Expose a single, shared task vocabulary with mise (replaces just/make).