During October 2025, Maria Suarez developed the integration of PALS assessment data with the Ed-Fi data model in the edanalytics/earthmover_edfi_bundles repository. She engineered a standardized ETL process using CSV and YAML to map PALS results into Ed-Fi, providing configuration files, sample data, and reporting templates. This work established a unified data foundation for PALS analytics, improving reporting accuracy and supporting analytics dashboards across the Ed-Fi ecosystem. By aligning the data model and provisioning reusable templates, Maria enabled faster time-to-insight for student outcome analytics and created a scalable pattern for integrating future assessments. No major bugs were reported.