Developed automation for Fabric deployment pipelines in the microsoft/fabric-samples repository, focusing on streamlining the creation and deployment of pipelines using PowerShell scripting. The solution programmatically assigned workspaces to both development and production stages, reducing manual intervention and accelerating environment provisioning. By integrating robust error handling and polling mechanisms, the automation ensured reliable management of long-running deployment operations. The work leveraged skills in API integration, DevOps automation, and cloud computing, aligning with CI/CD best practices. This approach improved deployment consistency and auditability, enabling teams to manage Fabric sample pipelines more efficiently across multiple environments with reduced manual effort.