CodeCleaner AI Wizard 🧙‍♂️

Your magical assistant for transforming messy code into clean, efficient masterpieces

1

Platforms & Tools

  • Google Colab (free cloud GPUs)
  • Visual Studio Code with Python
  • GitHub for version control
  • FastAPI for web deployment
2

Languages & Libraries

  • Python (main language)
  • PyTorch or TensorFlow (ML)
  • HuggingFace Transformers
  • Tree-sitter (code parsing)
3

Training Process

  • Collect code examples (GitHub)
  • Create "before/after" pairs
  • Fine-tune CodeT5 model
  • Use RLHF (human feedback)
4

Testing & Deployment

  • Unit tests with PyTest
  • Deploy on HuggingFace
  • Build API with FastAPI
  • Create VS Code extension

Try Our Live Demo

Input (Messy Code)

def calculate_sum(x,y):
    s=0
    for i in range(x,y+1):
        s+=i
    return s
# bad spacing and naming

Output (Clean Code)

def calculate_range_sum(start: int, end: int) -> int:
    """Calculate the sum of integers in a range (inclusive)."""
    return sum(range(start, end + 1))
# Improved with type hints, docstring, and better naming

Ready to Begin Your Journey?