Building Secure MLOps Pipelines With KitOps + Argo Workflows - Shivay Lamba & Ekansh Gupta
Presenters Shivay Lamba Ekansh Gupta Source ArgoCon NA 2025 Revolutionizing ML Deployment: GitOps and Argo Workflows Usher in the Era of Scalable AI Inference 🚀 The journey of a machine learning model from the spark of an idea to a fully operational production system is often a rocky one. It’s a sobering statistic that over 80% of ML models never make it to production, a testament to the labyrinthine complexities of packaging, inference, and deployment. But what if there was a way to simplify this process, to build robust and scalable AI pipelines with confidence? Enter the powerful duo of GitOps and Argo Workflows, poised to revolutionize how we bring AI to life. ...