Worked on the aeon-toolkit/aeon repository with a focus on improving the Base module’s documentation. Addressed and resolved inconsistencies related to ticks, ensuring that the documentation accurately reflected the underlying Python code structure. This involved reverting previous changes that had introduced confusion, thereby restoring clarity and alignment between code and documentation. All updates were validated through continuous integration to maintain reliability and prevent regressions. The work emphasized documentation quality, which supports both user understanding and developer onboarding. Leveraged skills in Python, documentation, and software development to enhance maintainability and lay a solid foundation for future feature development in the project.