Systems / 2025—26
OMAD / Inspector.
An analyst-run image review path that carries meter-photo evidence from intake to a human inspection decision.
The problem behind the work.
Inspection teams need to separate what a photo visibly supports from what requires a retake, more context or an on-site judgment.
What I built.
- 01
DMS ZIP and manifest intake with image provenance, document-ID joins, policy versions and review-ready exports.
- 02
Visible-sign observations, reason codes, nullable scores, retake routing and an Inspector queue for adjudication.
- 03
Model comparisons against technician-reviewed cases and MLflow-linked evaluation work.
03 / Where it stands
The score expresses inspection priority, not fraud probability. Inspectors make the final call. A public interim calibration report is available; the full product requires sign-in.
The work in view
Closer inspection.
Open any image for the original capture.

Technology and methods
Explore further
A limited, read-only report.
The inspection workspace requires authentication.
