https://github.com/natalie-a-1/cpc_project/

Core Objective

Develop an AI agent system that can:

• Analyze CPC exam questions without prior answers
• Route questions to specialized coding experts
• Achieve maximum accuracy through intelligent processing
• Provide detailed reasoning and confidence metrics
• Track performance for continuous optimization

⚠️ Rapid Prototype Disclaimer:

• 2-day development timeline - Basic proof-of-concept implementation
• Limited data access - Premium CPT databases require licensing costs beyond prototype budget
• 75% accuracy - Meets basic certification threshold but production systems require 90%+ accuracy
• Improvement potential - Comprehensive system would need significant time/budget investment for premium data sources and specialized agent training

CPC Test Parser

Agent Architecture

Tech Stack

Processing Pipeline

Performance & Analytics