Worked on the deepinv/deepinv repository, focusing on enhancing the accuracy and clarity of project documentation. Addressed a documentation bug in the SaltPepperNoise class by updating the mathematical formula to correctly use the variable 'z' instead of 'x', ensuring the written description matches the actual Python implementation. This change improved the alignment between the documentation and code, reducing potential confusion for users and maintainers. The work emphasized careful attention to detail and traceability, as the fix was linked directly to a specific commit. Primary skills applied included technical documentation and Python, with a focus on mathematical clarity and user support.