Mathieu Dario

👋 Who am I?

I am a CIFRE PhD student jointly supervised by LAAS-CNRS and Thales (Avionics) in Toulouse, since January 2025. My research topic is at the intersection of artificial intelligence, computer vision, and system dependability. The goal: to improve the reliability of neural networks through runtime monitoring, with a concrete application in runway detection. As AI plays an increasingly significant role in embedded systems, ensuring their reliability is a key challenge —especially for safety in aeronautics. This project allows me to combine my interest in AI with my desire to contribute to safe and responsible innovation.

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🎯 My Research Topic

• Title: Reliability of Neural Networks through Runtime Monitoring—Application to Runway Detection
• Keywords:
  • Artificial Intelligence
  • Computer Vision
  • Object Detection
  • Runtime Monitoring
  • Dependability

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🛠️ My Academic Background

• PhD in Artificial Intelligence
  • Since 2025, Toulouse, France
  • LAAS-CNRS / Thales AVS / University of Toulouse
• Engineering Degree, ISAE-SUPAERO
  • 2020–2024, Toulouse, France
  • ISAE-SUPAERO
• ERASMUS – Academic Exchange
  • 2022–2023, Stockholm, Sweden
  • KTH Royal Institute of Technology
• Preparatory Classes for Grandes Écoles (CPGE)
  • 2018–2020, Paris, France
  • Lycée Louis-le-Grand

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📬 Contact

If you are interested in my work, feel free to contact me by email!

For more information:

• Linkedin : https://www.linkedin.com/in/mdario/