Ikram CHAIRI is an engineer-doctor in Statistics and Machine Learning, she began her career in 2010 as a consultant in the field of risk analysis and actuarial services at ARM Consultant in Casablanca, then specialized in Machine Learning and Artificial Intelligence through doctoral and postdoctoral studies carried out at the National School of Applied Sciences (2014) and the Carlos III University of Madrid (2015). In 2018, she joined Mohamed VI Polytechnic University, where she worked on R&D projects in Statistical Modeling, Data Analysis and Machine Learning.