class BilelKort:
def __init__(self):
self.role = "AI Engineer"
self.education = ["Ingénieur ESPRIT 🇹🇳", "Efrei Paris — Big Data & ML 🇫🇷"]
self.focus = ["GenAI", "RAG", "Computer Vision", "MLOps"]
self.languages = ["Arabic 🇸🇦", "French 🇫🇷", "English 🇬🇧", "German 🇩🇪"]
self.fun_fact = "I make repetitive tasks disappear with AI ✨"
def say_hi(self):
return "Let's build something intelligent together! 🚀"- 🔭 I design AI agents, RAG pipelines & data platforms that solve real business problems.
- 🧠 I love making complex AI usable by non-technical people — dashboards, automation, clean UX.
- 🌱 Currently deepening my expertise in Big Data & Machine Learning at Efrei Paris.
- 🎯 Open to an apprenticeship (alternance) starting September 2026.
- 💬 Ask me about LangChain, Qdrant, vision models, or turning PDFs into answers.
| 🚀 Project | 💡 What it does | 🧩 Stack |
|---|---|---|
| 🩺 Clinical RAG System | Auto-analyzes 500+ clinical reports/day + live medical dashboards | LangChain · Mistral · Qdrant · React |
| 👁️ Visual AI Agents | Detects safety issues across multi-site video feeds — saved 12h/month | PyTorch · YOLO · InternVL · MediaPipe |
| 📄 Optimized PDF RAG | Hybrid BM25 + embeddings over 100M+ chunks (+35% recall) | LangChain · Qdrant · FastAPI |
| 🗄️ Data Lake (Bronze/Silver/Gold) | Multi-layer ingestion + auto data-quality alerting on AWS | AWS · Snowflake · dbt · Airflow |
| Language | Level |
|---|---|
| 🇸🇦 Arabic | Native |
| 🇫🇷 French | Advanced |
| 🇬🇧 English | Advanced |
| 🇩🇪 German | Intermediate |
"Turning repetitive work into intelligent automation — one model at a time." 🤖✨