ML Training Pipeline

End-to-end machine learning pipeline for image classification using PyTorch and MLflow.

Designed and implemented a production-ready ML training pipeline with experiment tracking, model versioning, and automated retraining.

Stack

  • PyTorch for model training
  • MLflow for experiment tracking
  • Docker for reproducible environments
  • GitHub Actions for CI/CD