IntelliFix: AI-Powered Programming Error Assistant

IntelliFix transforms how students learn programming by making cryptic syntax errors understandable and actionable. When novice programmers encounter errors in JavaScript, C, or Python, they often face confusing messages that hinder their learning progress. Our solution uses Large Language Models (LLMs) and machine learning to provide clear, educational explanations and practical fixes for programming errors.



Why It Matters

Programming syntax errors are a major barrier for students entering the field. Traditional error messages often lack context and educational value, leaving learners frustrated and confused. IntelliFix bridges this gap by delivering intelligent, context-aware assistance that promotes understanding rather than just quick fixes.

Key Components

• Smart IDE Extension: Real-time error detection and explanation directly in popular development environments like VS Code.
• Machine Learning Engine: Self-sustaining model that learns from user interactions to improve accuracy over time.
• Educational Dataset: Comprehensive collection of over 30,000 code snippets supporting both training and community research.
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IntelliFix aims to achieve over 90% accuracy while building a self-sustaining system that reduces dependency on external LLMs, making programming education more accessible and effective.