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MaherAy/README.md

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πŸ‘‹ About Me

Software engineering student (ISI Ariana) specializing in agentic and generative AI systems: hybrid RAG pipelines, LangGraph agents orchestrating specialized tools, and LLM-as-Judge evaluation. Currently building generative AI pipelines in production at Ad'Ministral (Talan Tunisie). Looking for a 6-month end-of-studies internship (PFE) in applied LLM agents and end-to-end generative AI systems.

πŸ’Ό Currently

  • πŸ€– Generative AI pipeline for citizen case processing β€” Ad'Ministral (Talan Tunisie)
  • πŸ—£οΈ Multichannel RAG agent (web + WhatsApp) with local voice pipeline
  • πŸŽ“ Engineering degree, AI & Data specialization β€” ISI Ariana

🎯 Open To

  • 🀝 Applied LLM agents / agentic AI internships
  • πŸ”¬ RAG, tool-use agents, LLM evaluation
  • πŸ’» End-to-end generative AI systems

πŸš€ Featured Projects

LangGraph ReAct agent orchestrating 9 tools, evaluated with LangSmith (LLM-as-Judge). Diagnosed and fixed a runaway tool-call loop (832s β†’ bounded latency).

LangGraph LangChain LangSmith Mistral Streamlit

🌾 Agricultural Intelligence Platform

πŸ† 3rd place, national hackathon β€” Sentinel-2 satellite analysis + Random Forest for olive grove classification, plus a multimodal Darija chatbot (text/voice/image) with plant disease diagnosis.

app Β· backend Sentinel-2 openEO Groq LLaMA 3.3 MobileNetV3 RAG

πŸ—ƒοΈ Text-to-SQL Agent

LLM agent generating SQL queries and visualizations from natural language, no SQL knowledge required.

LangChain Groq LLaMA 3.3 SQLite Matplotlib Streamlit

βš™οΈ MLOps Platform

End-to-end MLOps pipeline: training, CI/CD, containerized deployment, A/B testing, drift detection and monitoring.

FastAPI Docker MLflow CI/CD Monitoring


πŸ’» Tech Stack

Agentic AI & Orchestration

Generative AI & LLMs

Machine Learning

APIs & Models

Development & DevOps


πŸ“¬ Let's Connect

Email LinkedIn


Thanks for stopping by πŸ‘‹

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