Developed and delivered an Azure Verified Module (AVM) pattern for the Conversation Knowledge Mining Solution Accelerator in the Azure/bicep-registry-modules repository, enabling customers to deploy a complete knowledge-mining stack—including Azure AI services, storage, databases, functions, and a web application—from a single module. Leveraged Bicep and ARM Templates to standardize infrastructure as code and accelerate provisioning. Additionally, improved documentation reliability in Azure/Azure-Verified-Modules by correcting changelog references using Markdown, ensuring accurate versioning information and reducing user confusion. Demonstrated a methodical approach to DevOps, infrastructure automation, and cross-repository documentation, supporting scalable deployments and smoother onboarding for Azure customers.