Misclassification Review

Built an app that finds card and invoice lines booked to the wrong ledger account. A naive-Bayes model trained on the company's own history nominates the disagreements and Claude reviews each one against the receipt before it reaches a human. It runs as a background job that checkpoints its progress and carries on after a deploy.