Worked on the canonical/k8s-snap repository to enhance AWS CAPI deployment documentation, focusing on improving onboarding and cluster provisioning workflows. Delivered a feature that reorganized the AWS CAPI tutorial and troubleshooting guide, introducing tabbed navigation and an expanded glossary to clarify key terms such as AMI, CAPA, and etcd. Updated Markdown-based documentation to reflect current best practices, including clearer instructions for cluster initialization and pre-installation steps. Collaborated on content structure and metadata improvements to boost searchability and consistency. Leveraged skills in AWS, Kubernetes, and technical writing to streamline user experience and maintainability, with an emphasis on documentation quality and clarity.