Worked on the Streamlit codebase with a focus on improving code quality and documentation rather than delivering new user-facing features. Addressed a documentation bug by correcting terminology in code comments, such as changing “coersion” to “coercion” and “fragement” to “fragment,” ensuring clarity and consistency across Python files. Employed static analysis tools like ruff to validate changes and maintained existing behavior by limiting updates to non-functional documentation. Demonstrated skills in Python, code review, and documentation standards while navigating configuration and runtime references. All updates were verified through automated tests, contributing to the maintainability and readability of the repository.