Worked on enhancing technical documentation for AI-driven claims processing and infrastructure automation. Updated the mongodb/docs-atlas-architecture repository to clarify the data model and build process for a claims management solution leveraging LLMs and Vector Search, improving onboarding and reducing integration risk. In the mongodb/terraform-provider-mongodbatlas repository, improved Terraform provider documentation by standardizing references, synchronizing autogenerated resources, and refining style for consistency. Focused on aligning documentation with evolving codebases and architectural patterns, using Markdown and technical writing skills alongside expertise in AI/ML, API integration, and MongoDB Atlas. Prioritized usability and accuracy to support both AI solution implementers and infrastructure engineers.