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AI & Machine LearningVerified Production

Intelligent Document & Invoice Extraction AI

Computer vision and NLP pipeline for automated invoice, receipt, and contract extraction.

intelligent-document-ocr-vision.ezidot.internal

Intelligent Document & Invoice Extraction AI

Architecture: Next.js · Node.js · Scalable Cloud Engine

Status: 200 OK● Active Deployment

Technology Stack Used

7 Tech Tools
PythonDeep LearningPyTorchTransformersFastAPIDockerPostgreSQL

Performance & Business Impact

98.7%
Extraction Precision
70%
Processing Cost Reduction
120h+
Weekly Hours Saved

System Architecture

Developed a custom layout-aware vision transformer and NLP pipeline that classifies documents, identifies tables, and extracts structured line items with zero manual intervention.

Client Challenge

Accounting teams manually keyed in thousands of vendor invoices every week, creating processing delays and occasional human data entry errors.

Engineered Outcome

Automated 94% of document ingestion workflows, cutting invoice processing costs by 70% and eliminating manual data entry discrepancies.

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