During February 2025, contributed to both projectdiscovery/nuclei and Azure/PyRIT by delivering targeted features in documentation and data engineering. Developed a Portuguese (Brazil) translation for nuclei’s README files, linking them from the main documentation to enhance accessibility for Portuguese-speaking users and support internationalization efforts. In Azure/PyRIT, integrated the Babelscape ALERT dataset by implementing a Python-based fetch and process function, enabling the project to utilize new data categories for red teaming. The work emphasized dataset integration, documentation, and cross-repository collaboration, leveraging skills in Python and Markdown to extend project reach and improve usability for a broader, multilingual audience.