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AYMENE AHMED FOUATIH

@aymeneahmedfouatih

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AI Automation Engineer building production RAG and agentic workflows using n8n, LangChain, and CrewAI.

Algeria

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What I'm looking for

I’m looking for a long-term remote role (CDD/CDI) in AI automation, applied AI engineering, or full-stack development with an AI component—where I can build production RAG/agent workflows and ship end-to-end solutions.

I’m a telecommunications engineer turned AI automation specialist, focused on building production-grade automation and agentic systems. I develop end-to-end RAG and workflow solutions that connect model reasoning to real actions—reliably, in self-hosted environments.

My work centers on n8n, Make, LangChain, LangGraph, CrewAI, and the Claude Agent SDK, including infrastructure you can depend on (Docker, reverse tunnels, and Linux server administration). I also integrate APIs for voice, data, and productivity tools to deliver complete user-facing automation.

Across full-stack capabilities (HTML/CSS/JavaScript, PHP, and SQL), I ship solutions from workflow logic to the interface. I’m looking for a long-term remote role (CDD/CDI) in AI automation, applied AI engineering, or full-stack development with an AI component.

Experience

Work history, roles, and key accomplishments

Voice Reservation Agent

Casa Verde

Developed a voice reservation agent that handles end-to-end booking by phone with no manual intervention. Integrated Vapi.ai with n8n and connected to Google Sheets, Google Calendar, Gmail, and Twilio.

Voice AI VAPI N8n Twilio Google Sheets Google Calendar Gmail

RAG Knowledge Base

Nexora

Built a RAG knowledge base for a tech marketplace using LangChain, Groq-hosted LLaMA 3.3 70B, ChromaDB, FastAPI, and MySQL. Reported 92% category-detection precision on a 50-query test set.

RAG Lang Chain GROQ LLaMA 3.3 70B ChromaDB fastAPI MySQL Vector Search

Document Processing (OCR)

LedgerPro

Automated document processing using OpenAI Vision for OCR-based data extraction. Implemented an end-to-end workflow to extract structured information from documents.

Document Processing Data Extraction

AI Sales / Lead Agent

Prime Estates

Created an n8n-based AI agent to qualify inbound leads and automate sales follow-up. Focused on automating the lead qualification and outreach workflow.

N8n AI Agents Lead Qualification Sales Automation

AI Sales Agent (Multi-Agent)

AI Sales Agent Employee

Developed an end-to-end AI sales agent combining CrewAI, LangGraph (human-in-the-loop via interrupt()/SqliteSaver), and the Claude Agent SDK. Integrated CRM via Airtable and implemented a fully tested action layer (41/41 automated tests passing).

Crew AI LangGraph Claude Agent SDK Human In The Loop Interrupts Airtable CRM Integration Testing Automation

Multi-Agent System

AI Market Research & Content Crew

Implemented a 4-agent CrewAI system for automated market research and content production. Agents were responsible for research, analysis, writing, and editing, and outputs were published across multiple platforms.

Crew AI Multi Agent Systems Content Production