I am based in Iraq and want to commission an end-to-end AI application that helps dentists reach faster, more reliable diagnoses. The core of the project is an algorithm that can review clinical photographs and 3-D scan data, then suggest possible findings or next steps. Scope of work • Build or fine-tune a computer-vision model for diagnosis assistance, with special attention to oral anatomy. • Accept and correctly read JPEG/PNG, TIFF and DICOM inputs. • Provide photographic analysis and 3-D scan interpretation from the same interface. • Present clear, clinician-friendly output—probabilities, annotated images, or short textual notes. • Supply a lightweight desktop or web UI so the tool can be demonstrated in a clinic. • Deliver source code, a brief technical report, and instructions for retraining with more data. I can supply anonymised images, explain common pathology labels, and review interim builds. Experience with TensorFlow or PyTorch, image preprocessing, and dental imaging standards will be a major advantage. If you have a relevant portfolio or prototypes, let’s talk about timelines and milestones so we can get this into the hands of local dentists soon.