Kashif Aziz
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Vibe Code Cleaning

Clean up AI-generated code and technical debt. Refactor messy prototypes into maintainable, scalable systems.

Vibe Code Cleaning

Transform AI-generated prototypes and technical debt into production-ready code. I'll refactor, optimize, and document your codebase so your team can maintain and scale it confidently.

Starting at

$2k

Typical range: $2k-$6k

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What's Included

  • • Code audit — Identify technical debt and optimization opportunities
  • • Refactoring — Restructure code for maintainability and performance
  • • Documentation — Add clear comments, README, and architecture notes

Process

Audit

Review codebase, identify issues

Refactor

Restructure, optimize, improve

Document

Add docs, comments, guides

Sample Case Study

Django Application Refactoring

Refactored a Django application with 15k+ lines of AI-generated code into a maintainable, well-structured system. The codebase had grown organically with ChatGPT assistance, resulting in inconsistent patterns, duplicated logic, and minimal test coverage.

What I Built:

  • Restructured codebase into clear modules with consistent patterns
  • Eliminated code duplication and consolidated similar functions
  • Added comprehensive test suite increasing coverage from 20% to 85%
  • Created detailed documentation including architecture diagrams and API docs
  • Implemented code quality standards and linting rules

Results:

  • Reduced code complexity by 40% through refactoring
  • Team velocity increased 3x due to cleaner, more maintainable code
  • Onboarding time reduced from 2 weeks to 3 days
  • Zero production incidents in 6 months post-refactor
  • Codebase now follows consistent patterns making future development easier
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