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Smart Document AI Processor
An enterprise-grade intelligent document processing system designed to automate the extraction, classification, and analysis of information from various document formats. The platform uses a combination of OCR, NLP, and custom-trained ML models to understand document structure, extract key entities, and route documents through automated workflows.
🛠️ Tech Stack
PythonTensorFlowTesseract OCRFastAPIReactAWS S3ElasticsearchDocker
✨ Key Features
- Multi-format support: PDF, DOCX, images, scanned documents
- Advanced OCR with 99%+ accuracy on printed text
- Named entity recognition for key data extraction
- Document classification into 50+ categories
- Automated workflow routing and approval chains
- Audit trail and compliance logging
- RESTful API for third-party integrations
- Batch processing of thousands of documents per hour
🧩 Technical Challenges
- Handling diverse document layouts and quality levels
- Training models on limited labeled data using transfer learning
- Optimizing processing speed for production workloads
- Maintaining accuracy across multiple languages and scripts