physics-student-focus

You can generate student profiles by providing a student_id, context, and optional OCR files or notes. The system analyzes these inputs to summarize strengths and weaknesses, storing derived profiles without saving raw scores.

Yes, you can use OCR data to update student profiles without exposing raw scores. The system processes OCR results and teacher notes to derive actionable insights while explicitly excluding raw scores from stored profiles to preserve data privacy.

To start targeted student profiling from answer sheets, you need a student_id and context as required inputs. You can optionally include OCR files from answer sheets or manual teacher notes to generate and save the derived student profile.

The system traces student profile updates by validating inputs, routing the data to the update_profile routine, and automatically logging an interaction note. This workflow ensures full traceability for all profile modifications.

No, raw test scores are not saved when deriving student weaknesses and strengths. The system stores only the derived student profiles under data/student_profiles, ensuring privacy by excluding raw scores from the saved data.