Grading math homework is a critical but uniquely demanding task for educators; it is tedious and repetitive, yet requires deep concentration to provide fair and accurate feedback. The **Math Solution Classifier** is a proof-of-concept AI assistant designed to lighten this burden.

This project proves that a high-quality, reliable grading assistant does not require expensive, cloud-based frontier models or high-end hardware. Instead, by using a pipeline of small, specialized, and fine-tuned open-source models, we can deliver a powerful tool that runs entirely on-device, ensuring privacy, stability, and cost-effectiveness.