During April 2026, Huy Chau contributed to the scikit-learn/scikit-learn repository by developing the MultiOutputLinearModel, which standardized multi-target prediction across linear models. Using Python and leveraging data science and machine learning expertise, Huy addressed inconsistencies in how multi-output shapes were handled and documented. The work included updating user-facing documentation to accurately reflect the output shapes produced by multi-target predictions, thereby reducing confusion for end users and support teams. This contribution focused on aligning documentation with actual model behavior, demonstrating a thoughtful approach to both code and documentation quality, though the scope was limited to a single feature addition.