Developed automated Azure resource provisioning for the Azure/slm-innovator-lab repository, focusing on reproducible and standardized cloud environments. Leveraged Bicep templates and Infrastructure as Code practices to enable one-click deployment of core resources such as Log Analytics, Key Vault, App Insights, Storage, OpenAI, Document Intelligence, and Azure ML Workspace. Integrated the Azure Developer CLI (azd) into the workflow, updating lab preparation instructions to streamline onboarding and reduce manual configuration. This approach improved deployment speed, minimized configuration drift, and enhanced security and observability across the lab stack. Work was delivered using Bicep, YAML, and cloud computing best practices.