You will get a full audit of your AI generated codebase and fix vibe code bugs
Rising Talent
Rising Talent
Project details
Did you use AI to build your app, and now it's breaking under pressure?
"Vibe coding" is an amazing way to build an MVP. But AI doesn't understand long-term software architecture and can't be held accountable. It generates "spaghetti code," invents libraries that don't exist (hallucinations), expose you to performance and security risks in production and creates massive technical debt that causes your app to crash when you try to scale.
I am a Senior Python & Django Engineer (PCAP Certified). I act as the technical adult in the room for AI-generated projects. I don't just patch bugs; I turn fragile AI experiments into robust, production-ready systems.
What I will do for your codebase:
Code Audit: Identify hallucinated functions, security flaws, and logic loops.
Vibe Code Refactoring: Clean up AI spaghetti code into maintainable ones.
Fixing Hallucinations: Replace fake AI-suggested libraries with rock-solid standards.
Production Hardening: Add proper error handling, logging, and database optimization.
You built the vision with AI. Now let a Senior Engineer make it bulletproof. Please message me with a link to your repository before ordering so I can assess the damage!
"Vibe coding" is an amazing way to build an MVP. But AI doesn't understand long-term software architecture and can't be held accountable. It generates "spaghetti code," invents libraries that don't exist (hallucinations), expose you to performance and security risks in production and creates massive technical debt that causes your app to crash when you try to scale.
I am a Senior Python & Django Engineer (PCAP Certified). I act as the technical adult in the room for AI-generated projects. I don't just patch bugs; I turn fragile AI experiments into robust, production-ready systems.
What I will do for your codebase:
Code Audit: Identify hallucinated functions, security flaws, and logic loops.
Vibe Code Refactoring: Clean up AI spaghetti code into maintainable ones.
Fixing Hallucinations: Replace fake AI-suggested libraries with rock-solid standards.
Production Hardening: Add proper error handling, logging, and database optimization.
You built the vision with AI. Now let a Senior Engineer make it bulletproof. Please message me with a link to your repository before ordering so I can assess the damage!
Programming Languages
HTML & CSS, JavaScript, PythonCoding Expertise
Cross Browser & Device Compatibility, Performance Optimization, SecurityWhat's included
| Service Tiers |
Starter
$50
|
Standard
$100
|
Advanced
$200
|
|---|---|---|---|
| Delivery Time | 2 days | 5 days | 14 days |
Number of Revisions | 0 | 0 | 0 |
Bug Investigation | |||
Fix Documentation | |||
Detailed Code Comments |
Frequently asked questions
About Onyeka
Django Expert & AI Integration Specialist | Python FullStack Engineer
Enugu, Nigeria - 11:35 pm local time
Whether you need a complete Django app from scratch, an existing system upgraded with AI agent features, or a full audit to make things faster and more reliable, I handle it end to end. I have deployed on Google Cloud, Azure and Oracle, added SEO that actually ranks, and made sure everything scales without breaking.
I am really strong with progressive web apps too. I founded Igbo Archives and rebuilt it as a modern Django PWA that now gets over 5000 organic visitors every month and works perfectly even offline. On the machine learning side I built Asase which uses real-time AI models for flood risk, air quality and land health across Africa. I also created Imara to protect women from online violence, a harmful speech classifier for Nigeria using Scikit-learn, and fine-tuned Igbo language models on Hugging Face that chat and translate naturally.
On the technical side I run both Django and FastAPI versions of marketplaces for Nigerian artisans, built learning platforms with quizzes and KaTeX math support, and created local-first AI job agents using Playwright and multimodal models. Right now I am helping several SaaS products add MCP so agents can connect securely and work inside them.
All this comes from my background as an Agricultural and Bioresources Engineer from University of Nigeria Nsukka. I finished in 2023, did my NYSC at the National Agricultural Seeds Council streamlining seed processes, and earlier SIWES at GreenEarth Environmental Consult. I have been self-employed since 2020, shipping work directly for clients and running my own platforms. No Upwork reviews yet because I never used the platform before, but every project is live on my GitHub and portfolio site for you to check.
I am ready for hourly or fixed-price jobs. If you need a Django backend, MCP agent integration, or a quick code audit, let me know and we can jump on a call to see how I can help your project move forward.
Steps for completing your project
After purchasing the project, send requirements so Onyeka can start the project.
Delivery time starts when Onyeka receives requirements from you.
Onyeka works on your project following the steps below.
Revisions may occur after the delivery date.
Codebase Audit
I will deeply review your Python/Django repository to map out the AI-generated architecture and identify critical security flaws or hallucinated logic.
Triage & Strategy
I will provide a clear report on what is breaking and why, outlining the exact steps needed to stabilize the application.