Contributed targeted documentation improvements to the bids-standard/bids-specification and scipy/scipy repositories, focusing on enhancing clarity and usability for scientific computing users. Updated Zenodo DOI references and links in Markdown files to ensure alignment with the latest BIDS specification, reducing ambiguity for downstream tooling and user onboarding. In SciPy, clarified the behavior of the 'wrap' mode in scipy.ndimage interpolation functions, correcting examples and aligning documentation with implementation to minimize user confusion. Collaborated with documentation and core engineering teams, leveraging Python, Markdown, and data science expertise to deliver precise, maintainable updates that support robust adoption and reduce support overhead for end users.