A

automated grading

Step-level algebra autograder (Python/SymPy) → teacher Excel. Built for K–12 classrooms.

Math teachers save hours grading without losing insight. Carriage: Piloting Fall 2026

The project uses natural language processing to automatically assess causal diagrams filled out by students based on semantic distance from the model causal diagram provided.