
Worked on the edanalytics/edu_wh repository to enhance data quality and reliability in student attendance analytics. Focused on resolving complex data integrity issues, including correcting attendance event attribution for students with multiple enrollments and calendars by implementing enrollment-date-range joins and deduplication logic. Addressed historical data anomalies by updating the fct_student_daily_attendance aggregation to group by school and year, ensuring accurate end-of-year attendance calculations for prior school years. Utilized SQL, data modeling, and ETL skills to deliver targeted bug fixes, improve historical reporting accuracy, and reduce support overhead, contributing to more dependable dashboards and analytics for educational data warehousing.
September 2025 monthly summary focused on data accuracy improvements in edanalytics/edu_wh. Implemented a critical fix to the fct_student_daily_attendance aggregation to correct attendance calculations for prior school years. The aggregation now groups by school and year and properly accounts for days at the end of the year in historical data. The change includes added inline comments and a changelog entry reflecting the fix. This work enhances data reliability for historical reporting, dashboards, and district analytics, reducing data integrity risk and support load.
September 2025 monthly summary focused on data accuracy improvements in edanalytics/edu_wh. Implemented a critical fix to the fct_student_daily_attendance aggregation to correct attendance calculations for prior school years. The aggregation now groups by school and year and properly accounts for days at the end of the year in historical data. The change includes added inline comments and a changelog entry reflecting the fix. This work enhances data reliability for historical reporting, dashboards, and district analytics, reducing data integrity risk and support load.
February 2025 monthly summary for edanalytics/edu_wh: Primary focus on data quality improvements in the attendance pipeline. Implemented a fix for attendance data accuracy when students have multiple enrollments and calendars at the same school by joining on enrollment date ranges and deduplicating overlapping records. This improves reliability of attendance analytics and reduces misattribution. Commit: 8b51f860fd0793c6b99debaf0aab14dc5dcd1e20 (Fix/att event multi calendars (#158)).
February 2025 monthly summary for edanalytics/edu_wh: Primary focus on data quality improvements in the attendance pipeline. Implemented a fix for attendance data accuracy when students have multiple enrollments and calendars at the same school by joining on enrollment date ranges and deduplicating overlapping records. This improves reliability of attendance analytics and reduces misattribution. Commit: 8b51f860fd0793c6b99debaf0aab14dc5dcd1e20 (Fix/att event multi calendars (#158)).

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