| Project | What it does |
|---|---|
| PostgreSQL MCP Server (Sofrecom) | Natural language → SQL via MCP protocol. Tested with Ollama DeepSeek, integrated with GitHub Copilot |
| RAG System (Sofrecom, current) | Scalable retrieval pipeline — LangGraph, Celery, pgvector, bi-encoder reranking, RAGAS evaluation |
| ARE-Nexus | University robotics platform — React frontend + RAG chatbot (FastAPI + ChromaDB + OpenAI) |
| LangGraph Essay Writer | Agentic essay system — multi-step reasoning, Tavily research, Supabase state, Streamlit UI |
| Area | Technologies |
|---|---|
| Backend | Python · FastAPI · Django · MCP Python SDK · JSON-RPC 2.0 |
| AI/ML | LangGraph · LangChain · RAG · pgvector · ChromaDB · Ollama · HuggingFace |
| DevOps | Docker · GitHub Actions · OAuth 2.0 · pytest |
| Frontend | React · Angular · Tailwind CSS |
ENSI (National School of Computer Science) · Manouba, Tunisia · CS Engineering Degree (Oct 2026)