EdTech · AI · gamification

EdTech platform for UNT prep with AI career guidance

The platform needed to keep students preparing every day, not just host courses. We built a system that turns exam prep into a team game.

  • adaptive schedule
  • gamification
  • AI career guidance
  • Kaspi
3portals: student, manager, partner
112API methods
3,000+commits since August 2025

Challenge

Students need daily discipline for months on end. A typical course platform doesn't keep them engaged: students drop out after a couple of weeks.

What we built

  • Personal schedulestandard and intensive tracks; the intensive one starts with a diagnostic test and targets the student's gaps.
  • Mock UNTa weekly simulated exam on the 140-point scale with integrity controls.
  • Gamificationpoints, leaderboards, teams and pairs, weekly sprints with multipliers, streaks and tokens.
  • AI career guidancecareer and university matching based on aptitudes, with a PDF report for the student and parents.
  • Integrationscourses, CRM, Kaspi payments, SMS and push notifications, video calls with a mentor.

Result

The platform has been live since 2025 and evolves with the product: 112 API methods, 160 database migrations and three portals for different roles.

Technology

  • NestJS
  • PostgreSQL
  • React
  • Ant Design
  • OpenAI API
  • Puppeteer

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