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AI · B.Tech 3rd / 4th year · major · 6–8 weeks guided

Bloom-Taxonomy Question Paper Generator and Evaluator

Faculty generator that maps COs to Bloom levels, builds a paper blueprint, writes items, checks overlap with previous papers, and drafts a key. Human edit is mandatory before PDF.

Student project kit

₹14,999/-₹8,999/-

1–4 students · 6–8 weeks guided. College title can be adapted on the counselling call.

Audience

Who it is for

Teams who can talk pedagogy + NLP, good for education-tech viva.

A locked sample mid-sem paper with blueprint table, Bloom mix chart, and similarity report a HOD can understand.

Branches

CSEITAI & DSAIML

Team size: 1–4 students

Problem

Existing vs proposed

Setting a balanced paper takes days. Uncontrolled LLM papers repeat last year and skip higher Bloom levels.

Ingest syllabus + CO-PO map, force a blueprint (marks × Bloom), generate candidates, cosine-check vs archive, faculty lock, watermarked PDF + answer key.

Build

Modules

PythonFastAPILLM structured outputEmbeddingsReactPostgreSQLPDF export

  1. 1. Syllabus

    • CO/PO upload
    • Unit weights
    • Bloom targets

  2. 2. Generate

    • Item bank per unit
    • MCQ / short / long
    • Difficulty tags

  3. 3. Quality

    • Similarity vs previous PDFs
    • Faculty edit + lock
    • Answer key draft

  4. 4. Export

    • College-template PDF
    • Blueprint chart
    • Audit who approved

Demo

What you can show

  • Blueprint before generation
  • Overlap check
  • Human approval gate

Viva

Panel topics

  • Bloom taxonomy
  • Evaluation of generated items
  • Academic integrity of the tool itself

Deliverables

Included with the kit

  • Complete source code (ZIP + GitHub-style repo)
  • Database schema and sample data / dataset notes
  • README.md — how to run, stack, modules, and demo path (Windows + college lab)
  • Viva question bank with short answers
  • Two mentor reviews: architecture, then final demo

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