During January 2026, Prakriti Manhar contributed to the scikit-learn/scikit-learn repository by enhancing documentation security. She systematically replaced all insecure HTTP links with HTTPS throughout the project’s documentation, directly addressing mixed-content risks and aligning with security best practices. This work, delivered via a collaborative commit, demonstrated her proficiency in Python, documentation tooling, and version control systems. By focusing on documentation hardening, Prakriti improved user trust and ensured safer access to official resources. Although the scope was limited to a single feature and did not involve bug fixes, her targeted approach reflected a clear understanding of security-conscious development processes.