May 2025: Key feature delivered was Getting Started Documentation for FiftyOne, including markdown guides and notebook assets that span detection, medical imaging, model evaluation, self-driving car datasets, and 3D visual AI. The docs provide end-to-end guidance on loading, visualizing, and analyzing datasets and models, accelerating onboarding and time-to-value for new users. The deliverable is tracked by commit 13661cadfdc74de39cd6a5bf784b6932023afef3 ("Adding docs"). No major bug fixes were recorded this month for voxel51/fiftyone. Overall, the initiative improves user onboarding, cross-domain applicability, and maintainability of the documentation base, showcasing skills in documentation engineering, cross-domain content curation, and collaboration with contributors.