Built an intelligent CAD analysis pipeline combining 3D mesh processing, engineering document extraction, and LLM reasoning to generate manufacturability, defect, and quality insights. Developed synthetic datasets and evaluated multiple ML models, selecting Random Forest for geometric classification and integrating into an analytics layer.