Leveraging a self-hosted DevOps infrastructure on Linux presents a robust and scalable approach to architecting AI pipelines. By implementing these pipelines in a controlled space, organizations can optimize the entire AI workflow, from data preprocessing to model training. This empowers teams to synchronize seamlessly, ensuring reproducibility and