Worked on migrating temporary data storage in Jupyter notebooks within the wherobots-examples repository, shifting from org_catalog to examples_temp to support region-specific, bucket-backed storage and enhance BYOC compatibility. Updated SQL queries and table references throughout analysis and tutorial notebooks to ensure consistent use of the new catalog structure. Consolidated these changes under a single commit to improve reproducibility and traceability across the codebase. Leveraged Apache Sedona for spatial data processing and applied data engineering best practices to streamline notebook workflows. The work focused on enabling broader workload compatibility and maintaining clear, maintainable code for ongoing data analysis and tutorials.