AI Question Generation

Business problem

Creating assessments from materials can be time-consuming and inconsistent in coverage.

Solution

Designed generation pipeline concepts for concept extraction, draft questions, and validation before faculty review.

Architecture

• • Material → chunk → embed → concept extract → generate → validate
• • Duplicate detection against existing question banks

Impact

• • Roadmap capability for accelerating assessment authoring in LMS contexts.

Technologies