Developed an end-to-end image processing learning resource for the addff/2503-ITT440 repository, focusing on a Sobel edge detection feature implemented in Python. The work included creating a comprehensive README with clear installation instructions, onboarding guidance, and a linked Jupyter Notebook to facilitate hands-on experimentation. Leveraging skills in data visualization and documentation, the developer provided a reusable reference implementation and an accompanying video tutorial to accelerate the learning curve for new users. All updates were consolidated through targeted README improvements, strengthening the project’s educational value and enabling rapid exploration of image processing concepts using Markdown and Python technologies.