The author has been accepted into the MLH fellowship program for the third time.The author is working on OpenStack/Ironic under the guidance of the G-Research Open Source Team.OpenStack is an open-source cloud computing platform for managing compute, storage, and networking resources.Ironic is an OpenStack component for managing bare metal infrastructure, providing flexibility and automation for hardware deployments.