portfolio

Kidney Tumor & Stone Classification with MLOps

  • Python
  • TensorFlow
  • DVC
  • Git
  • MLOps
  • DagsHub

Built and productionized an end-to-end deep learning model to classify kidney abnormalities (tumors and stones) from medical imaging data. This project emphasized a robust MLOps workflow, incorporating a full CI/CD pipeline for automated training and deployment. DVC was used for data versioning to ensure reproducibility and streamlined data management.