AI & Machine Learning Education

Jynak ExamRandomizer — AI-Powered Exam Generation Platform

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

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