ClearPath Learning AI
AI Tutoring Application with Curriculum-Based Question Banks
ClearPath Learning AI is an AI tutoring application that provides personalized, curriculum-based learning sessions. The system uses AI agents to lead students through structured question banks, adapting to their learning pace and providing targeted support.
Unlike traditional tutoring apps, ClearPath grounds its sessions in a comprehensive question database, ensuring consistent curriculum coverage while maintaining the flexibility of AI-driven instruction.
- •AI Agent-Led Sessions: Intelligent tutoring sessions guided by AI agents
- •Curriculum-Based: Sessions grounded in structured learning objectives
- •3500+ Question Database: Comprehensive question bank built with LLMs and custom templates
- •Hierarchical Classification: LLM-based question retrieval system for targeted practice
- •Adaptive Learning: Adjusts difficulty and pacing based on student performance
Question Database Generation
The 3500-question database was built using a combination of LLMs and custom prompt templates, ensuring comprehensive coverage of curriculum topics while maintaining question quality and variety.
Hierarchical Classification System
Uses LLM-based hierarchical classification to intelligently fetch relevant questions from the database. This ensures students receive questions appropriate to their current learning objectives and skill level.
Agent-Based Tutoring
AI agents guide students through learning sessions, providing explanations, hints, and feedback while maintaining focus on curriculum objectives. The agents adapt their teaching approach based on student responses and learning patterns.
Frontend
Backend
AI & Cloud
January 2024 - September 2024 | Flagstaff, AZ