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GhilaniYassine/README.md

🧠 whoami

class YassineGhilani:
    """AI Engineer β€” I build agents that do the boring work for humans."""

    name      = "Yassine Ghilani"
    role      = "AI Engineer @ BhivesAI (Amsterdam, NL)"
    based_in  = "Sousse, Tunisia πŸ‡ΉπŸ‡³ β€” remote-first"
    studying  = "BSc Computer Science @ ISITCom Sousse (2023 β†’ now)"
    site      = "https://ghilaniyassine.tech"

    stack = {
        "agents":     ["n8n", "LangGraph", "MCP", "ACP", "OpenClaw", "AutoGen", "Semantic Kernel"],
        "ai":         ["Python", "PyTorch", "RAG", "NLP", "Computer Vision", "Ollama", "LLMs"],
        "cloud":      ["Azure AI Foundry", "Azure ML", "Microsoft Agent Service"],
        "backend":    ["Django", "DRF", "FastAPI", "PostgreSQL", "Docker", "Airtable"],
        "shipping":   ["Git", "GitHub Actions", "docker-compose", "Vercel", "Netlify", "Linux"],
    }

    def currently(self):
        return [
            "πŸ€– orchestrating multi-agent systems that drive real browsers",
            "πŸ” turning manual workflows into n8n + LLM automation",
            "πŸ“š deepening Azure AI Foundry & agentic frameworks",
            "🎀 teaching people to build their first AI agent (GDG On Campus)",
        ]

    def open_to(self):
        return "AI engineering roles Β· agentic-AI collabs Β· open-source"

🧭 Experience

🟦 AI Engineer β€” BhivesAI

Jan 2026 β†’ Apr 2026 Β· Amsterdam, NL

The Agent WebPilot β€” multi-agent AI that drives a real browser from a plain-English request.

  • Designed a multi-agent system automating live browser tasks
  • Built the orchestration pipeline on OpenClaw Β· OpenCode Β· ACP
  • Integrated Browser MCP for reliable real-time web interaction
  • Containerized with Docker, versioned with Git

🟦 AI Engineer β€” BhivesAI

Sep 2025 β†’ Nov 2025 Β· Amsterdam, NL

AI Content Generation System β€” ideas in, publish-ready social content out.

  • Built an automation platform on n8n turning ideas into posts
  • Designed multi-agent workflows: copy, image gen, smart web research
  • Shipped an Airtable control panel + backend↔frontend integration
  • Python Β· n8n Β· Airtable Β· Docker Β· Ngrok Β· GitHub in production

πŸš€ Projects

Project What it does Stack
πŸŽ“ AI-Powered Educational Platform Full LMS with secure auth, role-based dashboards, subject-level permissions and an AI assistant for interactive learning + quizzes. Optimized Dockerfile layer caching. Django DRF Gemini AI PostgreSQL Docker Compose
🧭 Internship Explorer Automates internship discovery with ETL pipelines and workflow automation β€” 35+ university students find and filter opportunities with it. n8n Airtable Python ETL
πŸ’¬ AI-Personality Agents WhatsApp chatbot with multiple specialized agents, context-aware conversation switching and RAG knowledge retrieval β€” recognized by HyperspaceAI. Python RAG Vectorize n8n LLMs

🧰 Tech Arsenal

πŸ€– AI Β· Agents Β· LLMs

🌐 Web · Backend · Data

βš™οΈ Automation Β· Ops


πŸ—οΈ How I build agentic systems

%%{init: {'theme':'base','themeVariables':{
  'primaryColor':'#0b2a36','primaryTextColor':'#e8f4fb','primaryBorderColor':'#00d4ff',
  'lineColor':'#00d4ff','textColor':'#e8f4fb','fontSize':'15px',
  'secondaryColor':'#123a4a','tertiaryColor':'#0d1117',
  'edgeLabelBackground':'#0d1117','clusterBkg':'#0d1117','clusterBorder':'#00d4ff'}}}%%
flowchart LR
    A["user intent"] --> B["planner agent"]
    B --> C{"route"}
    C -->|research| D["web Β· Browser MCP"]
    C -->|knowledge| E["RAG Β· vector store"]
    C -->|action| F["tools Β· MCP / ACP"]
    D --> G["orchestrator β€” n8n / LangGraph"]
    E --> G
    F --> G
    G --> H["verified output"]
    H --> I["Django / FastAPI Β· Docker"]
Loading

πŸ“Š GitHub in numbers

Profile summary Stats Top languages by commit Repos per language Productive time Streak Activity graph

πŸŽ“ Certifications & Training

πŸ… Credential Issuer Β· Year
☁️ Develop AI Agents on Azure β€” Foundry Agent Service & Microsoft Agent Framework Microsoft Learn Β· 2026
πŸ—£οΈ IELTS β€” English proficiency British Council Β· 2026
☁️ Introduction to AI in Azure Microsoft Learn · 2025
🧠 Fundamentals of Deep Learning β€” architectures & GPU-accelerated training NVIDIA
πŸ”€ Transformer-Based NLP β€” attention & transformer architectures NVIDIA Β· 2023
πŸ”§ AI for Predictive Maintenance β€” fault detection & anomaly recognition NVIDIA Β· 2023
πŸ™ GitHub Foundations β€” Git internals & collaborative workflows DataCamp Β· 2023
πŸ” Cybersecurity Bootcamp β€” threat assessment & security implementation American Corner Sousse Β· 2023

🎯 Microsoft Diversity & Inclusion Initiative β€” mentored by senior Microsoft AI engineers on building and deploying AI solutions with Azure ML and AI Foundry, and on agentic frameworks such as Semantic Kernel and AutoGen.


🎀 Teaching & Community

  • AI Agent Workshop β€” GDG On Campus, EPI Digital School Sousse. Led a hands-on session where every participant built their first AI agent from scratch β†’ workshop recap
  • Computer Science Mentor β€” American Corner Sousse. Taught programming and problem-solving to high-school students.

🌍 Languages

Language Level Proficiency
πŸ‡ΉπŸ‡³ Arabic Mother tongue β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ
πŸ‡¬πŸ‡§ English C1 listening & speaking Β· B2 reading & writing β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ”€β”€
πŸ‡«πŸ‡· French B2 Β· B1 writing β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ”€β”€β”€β”€

🐍 Watch my contributions get eaten

Contribution snake



Dev quote

πŸ’¬ Let's build something that thinks

Open to AI engineering roles, agentic-AI collaborations and open-source work.

The portrait up top is my actual photo, re-rendered by tools/portrait_to_svg.py into 2,459 hand-placed rectangles β€” assets/hero.svg carries no image data at all.

Pinned Loading

  1. Ai-personality-Agents Ai-personality-Agents Public

    🧠 Multi-personality WhatsApp AI chatbot with specialized agents (Feynman, Dostoevsky) powered by n8n workflows, Google Gemini, and RAG pipeline for intelligent, context-aware conversations.

    8 1

  2. Django-Docker-Deployment Django-Docker-Deployment Public

    This project demonstrates how to containerize a Django application using Docker with proper environment variable management.

    4

  3. YG_Academy YG_Academy Public

    A modern Django-based academy management system with AI-powered quiz generation - A comprehensive learning platform that combines traditional education management with cutting-edge artificial intel…

    CSS 2

  4. RAG-Alzheimer-s_Disease RAG-Alzheimer-s_Disease Public

    RAG

    Python 1

  5. TruthBot-Azure TruthBot-Azure Public

    TruthBot is an intelligent fact-checking system that leverages AI agents, web search, and multi-agent orchestration to verify claims and deliver clear, evidence-backed verdicts. Built with modern t…

    TypeScript 5

  6. RAG-AGENT RAG-AGENT Public

    An intelligent RAG agent powered by Azure OpenAI and Azure AI Search for document-grounded Q&A with query rewriting and semantic retrieval.

    Jupyter Notebook 2