Worked on the Cedalion repository to enhance the AMPD algorithm’s documentation within the ampd_finger_tapping_example.ipynb notebook, focusing on improving clarity and onboarding for users and contributors. The approach centered on detailed technical writing and data analysis, using Jupyter Notebook and Python to deliver comprehensive explanations without altering existing algorithms. By prioritizing documentation quality and maintainability, the work preserved code stability while increasing usability and reproducibility for the project. No bugs were addressed during this period, as the primary objective was to provide in-depth, accessible guidance that supports both new and experienced users in understanding the methodology and workflow.