الذكاء الاصطناعي والتعلم الآليEducation

Jynak ExamRandomizer — AI-Powered Exam Generation Platform

Transformed exam preparation with AI-powered question generation using OpenAI, serverless architecture, and adaptive difficulty scaling.

AI-generated assessments

The Challenge

Educational institutions needed a modern platform to create, randomize, and manage exam questions efficiently. Manual exam creation was time-consuming, and ensuring fair question distribution across multiple exam versions required tedious manual work. There was also a need for AI-assisted question generation to help instructors build question banks faster.

نهجنا

Daiviksoft built a full-stack exam management platform with AI-powered question generation. The system uses OpenAI integration to help instructors create questions from study material, randomizes question order across exam versions to prevent cheating, and provides a modern web interface for managing the entire exam lifecycle. The platform includes payment processing for premium features via Moyasar.

Key Deliverables

✓AI-assisted exam question generation using OpenAI

✓Automatic question randomization across exam versions

✓Modern React UI with Radix component library

✓Serverless PostgreSQL database (NeonDB) for scalability

✓Payment integration via Moyasar for subscription management

✓Real-time collaboration features via WebSockets

✓Data visualization with Recharts for exam analytics

Results & Impact

The platform streamlined exam creation for instructors, reducing the time needed to build and randomize assessments. AI-powered question generation helped build comprehensive question banks faster, while the randomization engine ensured fair, tamper-resistant exam distribution.

Project Overview

Client

Jynak

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