Moncef Garouani
AutoML & XAI researcher
Associate Professor @
University Toulouse Capitole
IRIT laboratory
Biography
I am currently an Associate Professor (Maître de Conférences) at the University Toulouse Capitole and I am a member of the IRIT lab (SIG team). My research work is mainly focused on the automatic selection and parametrization of machine learning algorithms and the Explanability of AI. The major goal is to achieve an optimal performance for a given task while providing the rationale traceability behind a ML recommendation or decision. I am also working on underlying topics such as Meta-learning, Natural language processing, and Computer vision.
Education
PhD student in AI, Sep. 2019 -2022
LISIC, ULCO Calais, France (Co-tutelle)
CCPC, ENSAM Casablanca, Morocco
Master degree in Data science, 2017 - 2019
FST Fez, USMBA, Morocco
Bachelor in IT, 2014 - 2017
FST Fez, USMBA, Morocco
Experiences
Associate Professor, Sep.2023 – Now
Institut de Recherche en Informatique de Toulouse (IRIT)
University Toulouse Capitole
Temporary Lecturer and Research Assistant, Sep.2022 – Aug. 2023
Computer science & Artificial Intelligence
L'École d'Ingénieurs du Littoral-Côte-d'Opale
Lecturer in computer science, Sep.2021 – Jul. 2022
- L'École d'Ingénieurs du Littoral-Côte-d'Opale
- IUT du Littoral Côte d'Opale
Research Collaborator, Jun.2020 – Sep 2022
Centre d’Etude et de Recherche pour l’Ingénierie de l’école HESTIM
Interests
