Data and reporting

Recurring reports, reconciliations and data investigations that people can rely on.

2 of 11 case studies

29,016 user-module completion records

Case study CS-03

Tracing 826 mismatched completion records to one migration rule

Two data investigations on a newly migrated government LMS: reconciling 29,016 completion records, and matching booking confirmations to 1,232 enrolments.

Period

Jun 2026 – Sep 2026

Role

Analyst and LMS administrator
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17 consecutive quarterly reports

Case study CS-06

17 quarterly reports in a row, each now done in under a day

How I produced quarterly and monthly reports from two government LMSs from 2022, and cut each report's turnaround from 2–3 days to under a day with reusable formulas.

Period

Q3 2022 – present

Role

Report owner
- Data and reporting case studies
- LMS administration case studies
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