Worked on the Xilinx/mlir-aie repository to standardize documentation by ensuring consistent use of the term Direct Memory Access (DMA) throughout multiple files. Focused on improving clarity and maintainability, the effort involved a targeted cleanup of Markdown documentation to correct and unify DMA terminology, reducing confusion for both existing and new contributors. No bug fixes were addressed during this period, as the primary goal was to enhance documentation quality and streamline onboarding. Utilized technical writing and documentation skills, leveraging Markdown to implement these changes. The work contributed to a more cohesive and accessible codebase, supporting future development and collaboration efforts.