Khalid AFQUIR is an Automotive Functional Safety Engineer at Sector Group since November 2021, with previous experience at ACWA Power, where a diagnosis system for photovoltaic solar panels was developed using Machine Learning and Fuzzy Logic during a project in early 2021. Khalid also gained practical experience as an Electrical Engineering Intern at UNIMAGEC and Marsa Maroc, as well as an internship at ONEE-Branche Eau. Khalid graduated with an Engineer's degree in Automation Engineering and Industrial Data Processing from the Mohammadia School of Engineers in 2021, following studies at CPGE Reda Slaoui in Agadir from 2015 to 2017.