FieldDocumentSystem
Port of loading
YANTIAN
SHENZHEN
≈
Container
40HQ
ZF40
✓
Gross weight
8,857.80
8.857,80
✓
Vessel
ATL CREST
ATL
?
Net weight
12,123.6
92,123.6
✗
Disagreements go to a person, never to a rule.
02 / Client work
Shipment document verification.
Shipping paperwork arrives as scanned PDFs, and the numbers on them have to agree with what the operator's own system says before a container moves. This reads those documents, pulls out the fields that matter, and flags every disagreement for a person to settle. The hard part was never the reading — it was tolerance. Knowing that two spellings of a port are the same place, and that a shifted decimal is not.
OCR pipeline
Python
Desktop + web
Regression-locked
- Status
- Delivered
- Sector
- International logistics
- Role
- Design + build
- Scope
- Extraction & verification