Selected work

Data Reconciliation Validator

Explainable validation across complex data sources.

Evidence

  • 9,999 records reviewed
  • Approximately 50 expected matches
  • 8+ hours saved per relevant investigation

Technologies

  • Python
  • Data validation

Challenge

The challenge was to make reconciliation across complex data sources explainable.

Approach

The approach used Python and data validation to support explainable reconciliation.

Outcome

The reviewed public evidence is 9,999 records reviewed, approximately 50 expected matches, and 8+ hours saved per relevant investigation.