AI Systems · Crowdlinker
Document Intelligence Pipeline
It reads complex manufacturing drawings and turns them into quotes on its own.
Architecture
Problem
Manufacturers were reading dense engineering drawings by hand to pull out parts and build quotes. It was slow, inconsistent, and impossible to scale.
Approach
I designed the whole pipeline. An OCR layer (Docling and PaddleOCR) lifts text off large drawings, a real time YOLO model detects and classifies components, and LLMs turn the mess into structured product data that feeds an automated quoting flow. I also built the eval harness that kept model quality honest.