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     . . . OCR pipeline for research throughput . . .
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OCR pipeline for research throughput

From manual extraction to hours using CV + OpenAI. Automated document cleanup, OCR processing, and LLM validation pipeline.

June 01, 2025

I built an automated OCR + CV + OpenAI pipeline that replaced ~10 months of manual extraction:

Document cleanup & segmentation
OCR pass + structure mapping
LLM-assisted validation

Result: delivered ahead of schedule; increased research throughput substantially.