Worked on the ROCm/xla repository, focusing on improving the documentation quality and maintainability of the Logistic Expander module. Addressed a documentation typo to ensure the mathematical formula described in the comments accurately reflected the C++ implementation, reducing the risk of misinterpretation for future contributors. Emphasized code correction and documentation skills to align comments with actual code behavior, supporting clearer onboarding and knowledge transfer. Maintained a transparent workflow with traceable commits and a clear pull request history, prioritizing documentation clarity over bug fixes during this period. The work contributed to a more maintainable codebase and improved overall documentation standards for the project.