Overview
Developed a GPT-powered conversational system for Meridio, a web-based educational platform designed to help middle school students engage with math through AI-driven discussions and interactive simulations.
The Vision
Traditional math education often fails to engage students. Meridio transforms learning by:
- Creating immersive, game-like environments for learning
- Using AI to provide personalized tutoring at scale
- Making math concepts tangible through interactive simulations
- Fostering collaboration among students in virtual spaces
My Contributions
GPT-Powered Conversational System
Developed the core AI interaction layer featuring:
- Context-aware conversations - The AI understands where the student is in their learning journey
- Adaptive difficulty - Questions and explanations adjust based on student responses
- Encouraging feedback - Positive reinforcement to keep students motivated
Multi-User Collaboration
Built systems enabling students to:
- Work together in math-themed virtual spaces
- Share problem-solving approaches
- Learn from peer interactions
- Collaborate on complex challenges
LLM Prompt Orchestration
Designed sophisticated prompt engineering systems for:
- Maintaining conversation context across sessions
- Generating age-appropriate explanations
- Creating engaging math problems dynamically
- Providing step-by-step guidance without giving away answers
Safety Features
Implemented profanity detection and content filtering to ensure:
- A safe learning environment for middle schoolers
- Appropriate AI responses at all times
- Compliance with educational platform standards
Technical Stack
- Frontend: React.js
- Backend: Node.js
- Game Engine: Phaser.io
- AI: OpenAI GPT APIs
- Key Skills: Prompt Engineering, Real-time Systems
Architecture Highlights
Conversation Flow Management
User Input → Safety Filter → Context Manager → GPT API → Response Filter → User
Real-time Collaboration
Built on WebSocket connections enabling:
- Instant updates across all connected students
- Synchronized game state
- Real-time chat and collaboration
Impact
Meridio makes math education more accessible and engaging, particularly for students who struggle with traditional teaching methods. The AI tutor provides patient, personalized instruction that scales to thousands of students simultaneously.