Summary
Michael Gugino is a Senior ML Platform Engineer with 12 years of experience building and automating cloud-native, Kubernetes-driven infrastructure for enterprises and large-scale AI/ML clusters. He specializes in golang-based operators and custom controllers, distributed systems, and deep Linux internals, with hands-on experience across AWS, GCP, Azure, and multi-cloud hybrid deployments. A prolific contributor to high-profile CNCF projects—most notably Kubernetes core (eviction, PDBs, drain logic) and OpenShift installer/machine-api—he brings production-grade insights into pod lifecycle and eviction mechanics that few platform engineers possess. Michael has repeatedly delivered infrastructure automation at scale (Ansible, Terraform, Terraform integrations into installers, and GPU cluster provisioning), and he pairs systems-level debugging skills with pragmatic API and operator design. Based in Reston, VA, he blends operator/DevOps instincts with software engineering rigor to simplify complex cloud and ML platform workflows.
12 years of coding experience