AI Academic Suite

Smart Question Paper Generator

A full-stack engineering question bank platform for faculty teams. Build department-aware papers, balance difficulty and question types, save variants, import larger datasets, and use machine learning to rank fresher, more relevant questions.

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Core Workflow

PostgreSQL stores the question bank, FastAPI serves the APIs, and the ML layer helps rank and diversify question selection.

Feature Visibility

AI Notes, AI Assistant, PDF export, blueprint tools, review queue, and comparison tools are available below and update live.

Generated Output

See saved variants, answer keys, and the selected generation blueprint.

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Insights & Admin View

Analytics, saved paper history, and question-bank previews appear here.

Difficulty Chart

Type Chart