Ali Rodell

Ali Rodell, Senior Director of Machine Learning Engineering at Capital One, shares insights from his 25+ years in software development. He discusses the modernization of ML infrastructure in finance, highlighting the transition to cloud-based systems and its unique challenges. Ali emphasizes the importance of a robust DevOps team and open-source tools like Kubernetes and Kubeflow. He also tackles complexities in managing distributed computing and the need for strong software engineering practices to ensure stability and reusability in machine learning platforms.