Fractional CTO – AI-powered Document Processing Pipeline
Designed and prototyped an AI-powered document processing pipeline utilizing OCR and LLM-based field extraction for automated document data capture. Developed and tested field extraction methods for unstructured documents and validated the output for accuracy and completeness. Contributed AI training expertise in document understanding and natural language recognition for startup clients. • Developed automated extraction workflows for tabular and free-text document sections • Applied OCR preprocessing with PaddleOCR on scanned and PDF documents • Evaluated LLM-generated output fields for validation and training purposes • Iterated on labeling techniques to maximize extraction accuracy while minimizing human review time