Over a two-month period, contributed targeted backend enhancements and bug fixes across open-source projects. In TRaSH-Guides/Guides, addressed a localization issue by refining the display logic for French-language profiles, ensuring accurate and consistent data presentation while minimizing risk of regressions. Later, in Radarr/Radarr, implemented a release group parsing enhancement using C# to recognize and categorize GiLG group releases, streamlining automation and reducing manual intervention in release workflows. Work emphasized backend development and unit testing, with a focus on precise, low-risk changes that improved user experience and data accuracy. Contributions demonstrated careful attention to language-specific requirements and robust validation.