AutoBilling: Computer Vision Pipeline for Extracting Structured Data from Scanned Billing Documents
86.8% accuracy on borderless billing tables — 14 columns, 37 rows, zero word splits, ~12s per page
AutoBilling is a Django web application with a computer vision pipeline that takes scanned billing document images and outputs structured Excel/CSV data.
Built at 1POINT1 for healthcare billing and insurance audit workflows where tables have no visible borders — column boundaries must be inferred from whitespace patterns in the scan layout.
- Role
- AI Engineer at 1POINT1
- Accuracy
- 86.8% automated (98%+ after hybrid review)
- Team Size
- Engineering delivery team
- Test Case
- 14 columns × 37 rows borderless billing TIFF
- Deployment
- Django + PaddleOCR