The Challenge

Teachers and coaching institutes spend excessive time manually creating tests from textbooks and scanned materials, especially in regional languages.

The Solution

Built an AI-assisted platform using Google Document AI with Mistral fallback for OCR, Gemini for quiz generation, and Supabase Edge Functions for real-time delivery.

The Process

Designed multilingual OCR ingestion pipeline, chapter extraction with AI, quiz generation with difficulty levels, and export workflows. Implemented real-time quiz delivery through Telegram Bot API.

Results & Impact

Reduced manual content preparation by approximately 80%. Deployed for multiple coaching organizations with multilingual support and real-time quiz scheduling.

AI OCR Pipeline

Google Document AI + Mistral fallback for reliable text extraction

Quiz Generation

AI-powered multilingual quiz creation from any content

Real-time Delivery

Telegram Bot + Supabase Edge Functions for scheduled delivery

Multi-tenant SaaS

Organization isolation, RBAC, and usage limits

PATAMDE has completely transformed how I prepare tests. What used to take hours now takes minutes.

A Coaching Institute Owner

Jaipur, India