Automating question generation and answer evaluation for smarter classrooms.
An AI-powered education platform that helps teachers generate question papers from study materials and evaluate handwritten answers — using Next.js, NestJS, Ollama, and ChromaDB to cut prep time and speed up grading.
Exam prep and grading no longer scaled with class size.
Teachers spent hours writing papers and marking handwritten answers by hand — work that was repetitive, inconsistent, and increasingly unsustainable as student numbers grew.
Slow question paper creation
Building balanced papers from study material took 4–6 hours per subject.
Manual handwritten grading
Evaluating written answers was tedious, delayed feedback, and invited inconsistency.
Weak EdTech support for handwriting
Existing tools rarely handled handwritten submissions with teacher override.
No class-level analytics
Institutions lacked clear reporting across students, subjects, and performance trends.
Client
EdTech innovation client
Industry
Education & EdTech
Integrations
Ollama · ChromaDB · OAuth
Engagement
10-week paid client project