
Worked on the CMSgov/qpp-measures-data repository to enhance and maintain national cost-averages data for program year 2024. Built and integrated a standardized JSON data file to support features requiring access to nationwide cost figures, laying the groundwork for future cost analytics and reporting. Applied data management skills and used Python for data updates, ensuring strong traceability through detailed commit history. Addressed a data accuracy issue by updating the cost-national-averages.json file following a data refresh, validating integrity to prevent propagation of inaccuracies. The work focused on targeted, minimal-impact changes that improved data quality and supported downstream analytics and benchmarking needs.
In August 2025, delivered a focused data accuracy fix for CMSgov/qpp-measures-data. Following the latest data refresh, updated program year 24 national average cost data in cost-national-averages.json to correct inaccuracies in nationwide cost figures. This improvement enhances data integrity for measure cost benchmarks, supports accurate analytics and reporting, and demonstrates the use of Python for JSON data updates, Git for traceable commits, and post-refresh validation.
In August 2025, delivered a focused data accuracy fix for CMSgov/qpp-measures-data. Following the latest data refresh, updated program year 24 national average cost data in cost-national-averages.json to correct inaccuracies in nationwide cost figures. This improvement enhances data integrity for measure cost benchmarks, supports accurate analytics and reporting, and demonstrates the use of Python for JSON data updates, Git for traceable commits, and post-refresh validation.
May 2025 Monthly Summary for CMSgov/qpp-measures-data focusing on business value and technical achievements. Highlights: added national cost-averages data for 2024 to enable cost analyses and features requiring national data; maintained strong traceability via commit history; no major bugs reported this month. Overall, strengthened data assets and preparedness for 2025 cost-related work.
May 2025 Monthly Summary for CMSgov/qpp-measures-data focusing on business value and technical achievements. Highlights: added national cost-averages data for 2024 to enable cost analyses and features requiring national data; maintained strong traceability via commit history; no major bugs reported this month. Overall, strengthened data assets and preparedness for 2025 cost-related work.

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