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In Use2025
Full-stack/2025

MCQ Generator

AI question-creation pipeline

AI question-generation platform with quality control and dual export.

n8nSupabaseAzure OpenAIReactFastAPI

40%

Accuracy gain

1–30

Questions / run

Dual

CSV + Sheets

01

Problem

Authoring large volumes of high-quality multiple-choice questions consumed significant content-team time.

02

What I built

  • An n8n + Azure OpenAI workflow generating questions across multiple styles and difficulty levels.
  • A React/FastAPI app with a strict subject → topic → subtopic hierarchy and form-state persistence.
  • Quality control with validation checkmarks, plus dual output to Google Sheets and CSV downloads.
03

Outcome

Cut content-creation time substantially while improving question accuracy by ~40%.