CV

Education

• PhD in Computer Science, Mohammed VI Polytechnique University, BenGuerir, Morocco, 2024 (expected)
• Engineer in Big Data and Business Intelligence, Nationale Institute of Statistics and Applied Economy, Rabat, Morroco, 2020
• Preparatory Classes for Top Engineering Schools, CPGE Lycee My Idriss, Fes, Morocco, 2017

Work experience

• March 2020 - August 2020: Intern
  • Mohammed VI Polytechnic University
  • Working on: Make machine learning systems, distributed, robust against attacks, manipulations and malfunctions (Recommender system, distributed SGD)
• July 2019 - September 2019: Intern
  • Crédit Agricole du Maroc (CDM)
  • Working on the implementation of an IT tool dedicated to the management of the follow-up of the recommendations of the internal and external control entities.
• June 2018 - August 2018: Intern
  • Compagnie Sahélienne de l’Entreprise (CSE)
  • Working on developing an application to manage the quality management system (QMS) of the CSE.

Skills

• Mathematical and statistical modelling
• Discrete and combinatorial optimisation
• Operations research
• Artificial Intelligence
  • Machine Learning
  • Deep Learning
  • Reinforcement Learning
• Business Intelligence
  • ETL
  • Data warehouse
  • OLAP
  • OLTP
  • Data Lake
• Business Analytics
• Big Data
• Data Mining

Publications

Age-of-Information in UAV-assisted Networks: a Decentralized Multi-Agent Optimization

Ndiaye, M. N., Bergou, E. H., & El Hammouti, H. (2024, April). Age-of-Information in UAV-assisted Networks: a Decentralized Multi-Agent Optimization. In 2024 IEEE Wireless Communications and Networking Conference (WCNC) (pp. 1-6). IEEE.).

Ensemble DNN for Age-of-Information Minimization in UAV-assisted Networks

Ndiaye, M. N., Bergou, E. H., & El Hammouti, H. (2023, October). Ensemble DNN for Age-of-Information Minimization in UAV-assisted Networks. In 2023 IEEE 98th Vehicular Technology Conference (VTC2023-Fall) (pp. 1-6). IEEE.

Muti-agent proximal policy optimization for data freshness in UAV-assisted networks

Ndiaye, M. N., Bergou, E. H., & El Hammouti, H. (2023, May). Muti-agent proximal policy optimization for data freshness in UAV-assisted networks. In 2023 IEEE International Conference on Communications Workshops (ICC Workshops) (pp. 1920-1925). IEEE.

Age-of-Updates optimization for UAV-assisted networks

Ndiaye, M. N., Bergou, E. H., Ghogho, M., & El Hammouti, H. (2022, December). Age-of-Updates optimization for UAV-assisted networks. In GLOBECOM 2022-2022 IEEE Global Communications Conference (pp. 450-455). IEEE.

Service and leadership

• President of Africa Integration Club, Nationale Institute of Statistics and Applied Economy, 2018-2019
• Statutory Auditor, General Union of Senegalese Students and Trainees in Morocco, 2019-2020
• President of International Student Club, Mohammed VI Polytechnic University, 2023-2024