Contributed to the NA-MIC/ProjectWeek repository by developing enhanced visualization assets to streamline the review of segmentation results across multi-organ models. Focused on improving the quality assurance process, the work involved creating and updating images, generating a GIF, and designing color-mapping tables in CSV format to facilitate more effective data-driven model evaluation. Leveraged skills in data management and medical imaging to ensure assets were well-organized and easily accessible, while maintaining strong traceability through Git-based workflows. The addition of these visualization resources accelerated the QA cycle and supported more comprehensive assessment of segmentation quality without introducing new bugs or instability.