Nate Ballard developed an end-to-end data refresh pipeline for the Putnam-Lab/CBLS_Wetlab repository, focusing on automating daily measurements data updates and report generation for July 2025. He used R scripting and CSV data management to streamline the ingestion of new measurement entries, update display data management scripts, and regenerate all related PDF reports. His approach emphasized traceability, with clear commit documentation and validation against downstream outputs to ensure data accuracy. The work addressed operational needs for timely, reliable reporting, demonstrating depth in data analysis, scripting, and reporting, while maintaining reproducibility and alignment between raw data and final outputs.