Thirumala Thotapalli developed comprehensive documentation for the ArangoGraphML UI within the arangodb/docs-hugo repository, focusing on guiding users through node classification and node embeddings workflows. Leveraging expertise in technical writing and machine learning concepts, Thirumala detailed the GraphSAGE-based featurization and training processes, providing clear explanations of each step in the end-to-end project lifecycle. The documentation, written in Markdown, included practical guides for model selection, prediction, and workflow configuration, as well as outlining limitations and best practices. This work improved onboarding and developer productivity by offering structured, repeatable reference material that supports efficient adoption of GraphML features.