I will build smart ai automations and API workflows


About this gig
Is your AI agent, MCP server, or API workflow failing, drifting from instructions, returning unreliable output, or breaking between services?
I will diagnose and fix a clearly defined problem in your existing AI-powered workflow.
I work with Python, FastAPI, TypeScript, Node.js, REST APIs, webhooks, Claude, GPT, MCP, databases, authentication, structured outputs, retries, logging, and automated tests.
What you receive:
Root-cause analysis
A scoped and reviewable fix
Tests or reproducible verification evidence
Clean source code
A concise explanation of the changes
Clear disclosure of remaining limitations
Packages:
Basic: audit one workflow and deliver one small tested fix
Standard: repair one AI, API, or MCP integration
Premium: stabilize a multi-step workflow with up to three integrations
Please contact me before ordering. Send the expected behavior, current problem, technology stack, and relevant error messages. Never send passwords or production secrets in the initial message.
Full application rebuilds, model training, paid API costs, and third-party subscriptions are not included unless agreed separately.
Get to know Victor Charlier
AI Agent and Automation Engineer
- FromBelgium
- Member sinceNov 2024
Languages
English, Dutch, French
My Portfolio
FAQ
What do you need to get started?
I need the expected behavior, current problem, technology stack, relevant error messages, and a minimal reproducible example or repository access. Please remove secrets from screenshots and files.
Can you work with an existing codebase?
Yes. I can diagnose and repair an existing Python, FastAPI, TypeScript, Node.js, API, MCP, or AI-agent workflow. I will confirm the scope before starting.
What counts as a small fix in the Basic package?
One isolated and reproducible problem in one workflow or integration. New applications, major rewrites, and multiple unrelated problems require a larger package or custom offer.
Do you need my production API keys?
Usually not for the initial audit. If credentials become necessary, use temporary test credentials with the minimum required permissions. Never send unrestricted production secrets before the order begins.

