Umberto Manganiello is a Staff Engineer at Red Hat since 2025. Prior to this, he spent over 15 years as a Principal Architect and Engineer in the Financial and Telecommunications sectors. He specializes in designing high-availability systems that operate at massive scale, leveraging deep expertise in Kubernetes, Kafka, and Cloud modernization. Currently, he applies this architectural discipline to the challenges of MLOps, with a focus on GenAI, OpenShift AI, and Kubeflow, blending cloud-native resilience with AI model training workflows.