“AI Code Optimizer using Python | Error Detection + Auto Fix + ML”

Published: 17 April 2026
on channel: Shantanu Chauhan

This project is an AI-based Code Optimizer built using Python.

GitHub :-
github.com/PurshottamKumar07/AI-based-code-optimizer

Features:
Detects syntax errors in C, C++, Java, Python
Auto-fixes common coding mistakes
Applies optimization techniques:
• Constant Folding
• Dead Code Elimination
• Copy Propagation
• Common Subexpression Elimination
Uses Machine Learning for optimization suggestions
GUI built using Tkinter

Tech Stack:
Python
Tkinter
Scikit-learn
Regex

This project is useful for students learning compiler design and code optimization.

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