Welcome!
I'm an associate professor at ENAC, the French National School of Civil Aviation and a member of the Interactive Informatics Team of ENAC Research Lab.
Before joining ENAC, I completed a postdoctoral fellowship at Perpignan university , where I continued my research on fixed-point code synthesis for neural networks.
I defended my thesis Fast and Efficient Bit-level Precision Tuning
in 2021 under the supervision of
Matthieu Martel and Assalé Adjé. I hold a Bachelor’s and a Master’s degree in Computer Science, both received with full marks and honors (summa cum laude) from the University of Sousse (Tunisia) and the University of Perpignan.
I'm looking for strong, motivated PhD students. Contact me to find out more about the subjects I offer!
News:
- (new) Our new paper on Bit-Level Dominance Preserving Quantization of Neural Classifiers accepted to SOAP 2025.
- (new) I joined the CertiEmbAI chair — Embeddability and Safety Assurance of ML-Based Systems under Certification — at ANITI Toulouse.
- I am a member of the Program Commitee of OOPSLA 2025, CAV 2025, VSS 2025 and CoDIT 2025.
Recent/Upcoming Talks:
- Efficient Implementation of Neural Networks Usual Layers on Fixed-Point Architectures, FAC'25, April 2025.
- Quantization of DNNs: challenges and opportunities, CAFEIN'25, January 2025.
- Rigorous Floating-Point to Fixed-Point Quantization of Deep Neural Networks on STM32 Micro-controllers, CoDIT'24, July 2024.
- Compile-Time Optimization of the Energy Consumption of Numerical Computations, CF'24, May 2024.