Worked on the addff/2503-ITT440 repository to deliver a comprehensive update to the Mahotas README, focusing on improving onboarding and knowledge transfer for image processing workflows. The update clarified the fundamentals and rationale behind Mahotas, detailed key functions, and provided step-by-step installation guidance alongside a practical Python coding example. Incorporated a demonstration video link and personalization metadata to enhance usability and practical understanding. All changes were tracked through three version-controlled commits, ensuring maintainability and traceability. Demonstrated technical proficiency in Python, Markdown, and technical writing, resulting in clear, reusable documentation that serves as a single source of truth for developers.