Cassandra Haas integrated Digital Elevation Model (DEM) evaluation into the dsi-clinic/CMAP repository, focusing on configuration management and data evaluation to support reproducible research workflows. She updated configuration settings to enable specific image augmentation indices and documented the integration process using Markdown, providing clear guidance and sample IOU results with and without DEM. Her work established a foundation for traceable DEM experiments, addressing the need for consistent evaluation in the project. By combining Python scripting with thorough documentation, Cassandra ensured that future contributors can easily understand and extend the DEM evaluation workflow, reflecting a methodical and well-structured engineering approach within the project.