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Custom extraction pipeline for PDFs/images with validation and export.
Categories
CVNLP
Tech Used
PythonOCRGCPfine-tuningOpenCVRegexspaCypandasFastAPIDocker
Problem
Extracting structured fields from diverse documents is time-consuming and error-prone.
Approach
- OCR + layout parsing to detect sections
- Field extraction via rules + ML/NLP
- Validation layer and JSON/CSV export
Results
- Robust extraction across variants
- Cleaner downstream ingestion