Typed or handwritten responses are uploaded

OCR

Handwritten text and equations are converted to machine-readable format

Data is cleaned and standardized

Textual and mathematical components are separated

Sentence-BERT + Cosine Similarity

SymPy symbolic comparison

Weighted scoring combines both evaluations