In this project, Hopla! has developed a reference architecture on a private cloud for deploying microservices developed by the Innovation Department of one of Spain's leading banks. This department is responsible for providing ML algorithms for use by other internal departments. We also provided best practices for utilizing advanced scheduling techniques within the Kubernetes cluster. Thanks to this project, the client has improved operational efficiency and reduced the time to market for their containerized applications.