Worked on improving documentation quality in the Apache Spark repository by addressing a specific attribution issue related to the Karnin-Lang-Liberty (KLL) algorithm. Focused on correcting the initialism in the documentation to ensure accurate credit to the original authors, aligning with established references and project governance standards. Utilized Markdown for technical writing and documentation updates, with the change implemented through a targeted bug fix. The update did not affect user-facing features but enhanced the integrity and transparency of the project’s documentation. Demonstrated attention to detail and adherence to best practices in documentation and technical communication within an open-source environment.