AI & Machine LearningEducation

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.

Our Approach

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

Category

AI & Machine Learning

Industry

Education

Key Metrics

AI-generated assessments

Technology Stack

Node.jsReact 19PostgreSQLOpenAIDrizzle ORM

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