This thesis explores a model-driven engineering approach to automating the generation of CI/CD pipelines using UML profiles. The work addresses the challengeof bridging high-level modeling with DevOps automation, a problem that is particularly relevant given the increasing complexity and demand for rapid, reliablesoftware delivery. By leveraging Model-Driven Software Engineering techniquesand extending the Unified Modeling Language (UML) through tailored profiles, thestudy proposes a framework that enables the specification and automatic generationof CI/CD pipeline configurations from conceptual models. The approach is implemented and evaluated through a prototype tool, demonstrating improved efficiencyand reusability in pipeline design. The findings indicate that model-driven methods, when integrated with established DevOps practices, can enhance automation,promote consistency, and streamline the development and operation of CI/CD processes.