Project Title: Build AI Tool to Convert Architectural Casework Elevations into Full Mott Shop Drawings with DXF Output Project Description: I need a custom AI solution that automatically reads architectural casework elevation sheets (example: Stantec A407) and generates complete Mott Manufacturing shop drawings (example: Mott elevation 2-08) including correct model numbers, dimensions, notes, hardware, countertops, pegboards, etc. Sample files will be provided: Before: Architectural elevation sheet (A407 Interior Elevations) After: Corresponding Mott shop drawing (Elevation 2-08) The final output must include a DXF file that can be opened and edited in AutoCAD. Scope of Work: Proof of Concept (must work perfectly on the provided A407 → 2-08 sample) Detect all cabinets, sinks, pegboards, upper units, etc. from the architectural elevation. Map them to the correct Mott model numbers and configurations. Generate a complete Mott-style shop drawing (text + layout). Export the shop drawing as a clean, editable DXF file (layers, blocks, dimensions, text, title block, etc.). Deliverables Working Python script / notebook that takes one architectural elevation (image or PDF page) as input. Output: Full textual Mott shop drawing description Professional DXF file ready for AutoCAD Clean, well-commented code with clear instructions so I can run it myself on future projects. Optional: Ability to process multiple elevations from one project (discussed after POC). Required Skills: Strong experience with computer vision (YOLO, vision LLMs, or similar) GPT-4o / Claude vision API Python (OpenAI API, PyMuPDF, Pillow) Experience generating editable DXF files (ezdxf or similar CAD libraries is mandatory) Background in AEC / CAD automation is highly preferred Timeline: Within 2 weeks (flexible – longer is acceptable if higher quality). How to apply: Please reply with: Brief description of how you would approach this (vision LLM + YOLO + DXF generation?) Any similar past projects (especially CAD/DXF automation or technical drawing conversion) Estimated time to deliver the working POC using the sample files I will provide the full Before and After PDFs attached. Can provide more if needed.