Leveraging a self-hosted DevOps infrastructure on Linux presents a robust and scalable approach to architecting AI pipelines. By deploying these pipelines in a controlled space, organizations can enhance the entire AI workflow, from data processing to model deployment. This empowers teams to collaborate seamlessly, promoting reproducibility and fas