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Meriam-Inoubli/README.md

Hi, I'm Meriam Inoubli πŸ‘‹

AI Engineer β€” LLM Engineering Β· Agentic Systems Β· Retrieval-Augmented Generation (RAG)
Building intelligent, scalable AI solutions.

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πŸ§‘β€πŸ’» About Me

I'm an AI Engineer affiliated with UniversitΓ© Paris-Dauphine | Tunis, specializing in Large Language Models (LLMs), agentic AI systems, and Retrieval-Augmented Generation (RAG).

  • πŸ”¬ Co-author of research on multi-agent intelligent tutoring systems (4D personalization & hallucination detection), presented at ITS 2026.
  • πŸ€– I build production-ready AI: multi-agent architectures, RAG pipelines, and generative-AI applications.
  • πŸŽ“ Passionate about AI for Education β€” bridging pedagogy and machine learning.
  • 🌍 Based in Tunisia Β· open to collaboration.

πŸ› οΈ Tech Stack

Python LangGraph Gemini Vertex AI Streamlit Flask Apache Kafka Apache Flink Docker Google Cloud PostgreSQL

Focus areas: LLM engineering Β· Multi-agent systems Β· RAG Β· NLP Β· Data engineering Β· MLOps


πŸš€ Featured Projects

Project Description Stack
finsight Multi-agent equity-analysis assistant β€” a team of AI analysts with a Streamlit UI and zero-key demo mode. LangGraph Β· Gemini
mini-rag Retrieval-Augmented Generation end-to-end in a few readable files β€” grounded answers with citations. Gemini Β· NumPy
mini-agent A tiny, transparent tool-using AI agent β€” the ReAct loop in ~90 readable lines. Gemini
structured-extractor Turn messy text into clean, validated data β€” schema-first structured extraction. Gemini Β· Pydantic
Rag_Projet RAG system for breast-cancer data Q&A β€” PDF embeddings, Cloud SQL, Vertex AI. Gemini Β· Vertex AI
Job_recommendation_System NLP job recommender: analyzes your CV, recommends jobs, generates cover letters. NLP Β· Streamlit
data-streaming-project Real-time stock streaming pipeline: Binance β†’ Kafka β†’ Flink β†’ Dash. Kafka Β· Flink
MonteCarlo_Connect4 Connect Four AI comparing Monte Carlo Tree Search variants (UCT, RAVE, GRAVE, AMAF). MCTS Β· Pygame

πŸ“Š GitHub Stats

Meriam's GitHub stats Top languages


πŸ”¬ Research

Multi-Agent Intelligent Tutoring with 4D Personalization and Hallucination Detection β€” presented at ITS 2026. An AI tutoring system where specialized agents collaborate to personalize learning while detecting and preventing LLM hallucinations.


πŸ“« Let's Connect

Open to research collaborations and AI engineering opportunities.

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  1. DataViz-LLM DataViz-LLM Public

    QueryGenius β€” an LLM-powered chatbot to clean, transform and visualize datasets (CSV/Excel/JSON/PDF) via a Streamlit UI.

    Python 1

  2. Job_recommendation_System Job_recommendation_System Public

    NLP-based job recommender: analyzes your CV, recommends the top jobs from LinkedIn/Indeed, and generates tailored cover letters.

    Jupyter Notebook 1

  3. Rag_Projet Rag_Projet Public

    RAG system for breast-cancer data Q&A β€” PDF embeddings, Cloud SQL, Gemini & Vertex AI, with evaluation metrics.

    Python 1

  4. ai-dev-copilot ai-dev-copilot Public

    Review, test and document Python code with Google Gemini β€” three dev agents (reviewer, tester, documenter) in one clean, tested CLI.

    Python 1

  5. finsight finsight Public

    Multi-agent equity analysis assistant β€” a team of AI analysts (LangGraph + Gemini) with a Streamlit UI and a zero-key demo mode.

    Python 1

  6. hallucination-detector hallucination-detector Public

    Detect LLM hallucinations on any text β€” semantic entropy (Farquhar 2024) + SUScore (Zhang, EMNLP 2023) + a hybrid, on Google Gemini. Reference-free, tested, installable.

    Python 1