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$
USD
I will review and debug your python code with local ai plus human verification
Martin
About this gig
Stop guessing why your code isn't working.
I use KyoukAI, a custom locally-hosted multi-agent system I built. Your code is processed on my isolated hardware never sent to OpenAI, Anthropic, or any cloud. Privacy guaranteed.
HOW IT WORKS Hybrid Advantage:
1. AI Speed: Local agents (coding, security, docs) analyze your code in minutes.
2. Human Accuracy: I personally review every output before delivery. No hallucinations, no invented line numbers.
3. Static Analysis: I use a Python AST parser I do NOT run your code. Safer for both of us.
WHAT YOU GET:
Bug hunt & logical error analysis
PEP8 refactoring with type hints
Professional docstrings & README
Static security audit (SQLi, RCE, secrets, traversal, weak hash)
Clean Markdown report: Findings table Explanation Suggested fix
WHAT I NEED:
- The code (paste, gist, or .py file)
- What it should do (1-3 sentences)
- The problem (or "general review")
WHAT THIS IS NOT:
- No live execution of your code
- Python backend only (FastAPI, Flask, scripts)
- No frontend (React/Vue), no PHP/WordPress
- No server/DB access
Order now and make your code production-ready.
Note: First 5 orders at intro pricing. Delivery 48-72h.
Get to know Martin
Martin
AI Systems Builder and Python Automation Specialist
- FromHungary
- Member sinceJul 2026
Languages
Hungarian, English
I'm Martin, an Al systems builder and automation specialist. By day I work in railway engineering; by night I architect local Al systems. I specialize in Python automation, bug fixing, and integrating open-source LLMs (Ollama, FastAPI) into practical workflows. I don't sell hype - I deliver working scripts, clean data conversions, and honest solutions. Every project is handled personally, with Al-assisted speed but human quality control. If you need a simple, reliable Python solution without the enterprise overhead, let's talk. Message me before ordering!
FAQ
Is my code safe with you?
Yes — completely. I run a locally hosted AI system on my own hardware. Your code is never uploaded to OpenAI, Anthropic, or any cloud AI service. After delivery, your code is deleted from my system within 7 days unless you ask me to keep it for follow-up revisions.
Do you actually run my code?
No. This is a static code review — I analyze your code without executing it. This is safer for both of us: I cannot accidentally break your system, and your code cannot affect mine. I use a Python AST parser and static analysis tools to find issues.
Can you fix the bugs you find?
Yes — every package includes a "Suggested Fix" with the corrected code. The fix is generated by my AI and double-checked by me before delivery. You receive both the analysis and the working corrected code.
What if I'm not satisfied with the review?
I offer a full refund if the review does not find at least one actionable issue in your code (assuming your code has at least one bug or improvement opportunity). I'd rather refund than deliver something useless.
Can you work with my existing codebase or framework?
I focus on Python backend logic: FastAPI, Flask, Django REST, scripts, libraries, data processing. If your code is a full-stack app with React/Vue frontend, I review the Python backend only. Message me before ordering if you're unsure whether your code fits — I'll tell you honestly.
