Worked on the voxel51/fiftyone repository to enhance internal code organization by refactoring the stage registry. Focused on reordering the Shuffle stage so it appears after SetField and before Skip, this change improved maintainability and consistency without altering existing functionality. The approach centered on non-breaking refactoring, ensuring that the update aligned with established conventions and supported easier onboarding for future contributors. Utilized Python and applied skills in code organization and refactoring to deliver a cleaner, more readable codebase. The work reduced cognitive load for developers, making the stage registry more intuitive and supporting future feature development within the project.