AI for Good: Collaborative Heterogeneous Swarms in Partially Known Settings
Multi-agent reinforcement learning for search and rescue and disaster assessment, and the case for inclusive AI built around the needs of communities in Africa.
I am a Ph.D. student in Artificial Intelligence at Ai Movement, the International Artificial Intelligence Center of Morocco at UM6P. My research interests are multi-agent reinforcement learning, graph-based communication between agents, and heterogeneous swarm coordination — in particular how structural priors over an agent’s communication graph can make coordination scale under partial observability.
Before starting the Ph.D. I graduated from the School of Information Sciences (ESI) as a Data and Knowledge engineer, and worked on applied computer vision and conversational AI.
Ph.D. in Artificial Intelligence
Ai Movement, UM6P — University Mohammed VI Polytechnic
Diploma of State Engineer in Data and Knowledge
School of Information Sciences (ESI), Rabat
Preparatory Classes (CPGE), Physics and Engineering Sciences (PSI)
Moulay Lhassan High School, Tangier
Baccalaureate in Biology, first-class honours
Ibn Zohr High School, Ouezzane
Full list on Google Scholar, ORCID and ResearchGate.
Multi-agent reinforcement learning for search and rescue and disaster assessment, and the case for inclusive AI built around the needs of communities in Africa.
Computer vision and deep learning work from my internship at Ai Movement, and the role of diversity and inclusion in advancing AI for societal benefit.
Teaching assistant at Ai Movement, UM6P.
Ai Movement
End-of-studies internship at the International Artificial Intelligence Center of Morocco: an integrated management and monitoring system for smart parking, based on computer vision and deep learning.
Dial Technologies
Design and implementation of an intelligent voice assistant for insurance customer service.
Ai Movement, UM6P — University Mohammed VI Polytechnic
School of Information Sciences (ESI), Rabat
Coursework in data structures and algorithms, business intelligence and data warehousing, big data, artificial intelligence, expert systems, statistics, machine learning, network security, operating systems and knowledge management.
Project Cell Head at C.O.D.E (Club Of Data Engineers); Technical Team Lead at Forum GENI Entreprises; Social Media Coordinator at JCMP.
Moulay Lhassan High School, Tangier
Ibn Zohr High School, Ouezzane
A sentiment classifier for Moroccan Arabic dialect, built for UmojaHack Morocco.