Experience

EXPERIO

• Morocco
• Information Technology & Services
• 1 - 100 Employee

• Data scientist

  • Jan 2023 - Present

  I am responsible for designing and implementing machine learning, computer vision, and natural language processing algorithms to effectively tackle complex problems. My goal is to provide cutting-edge solutions that enable our clients to make the most out of their data and gain a competitive advantage. I also mentor and guide new data science interns, facilitating their professional growth and integration into the team. I am responsible for designing and implementing machine learning, computer vision, and natural language processing algorithms to effectively tackle complex problems. My goal is to provide cutting-edge solutions that enable our clients to make the most out of their data and gain a competitive advantage. I also mentor and guide new data science interns, facilitating their professional growth and integration into the team.



LIPIM

• Research Services

• Data scientist

  • Feb 2022 - Jun 2022

  Recognition of Faces with Facial Masks - Collection of a database of masked faces. - Application of unmasked face recognition methods for recognizing masked faces. - Utilization of a variety of recognition methods, including PCA, SVM, ADL, and transfer learning. - Development of a novel feature extraction method based on graphs. Recognition of Faces with Facial Masks - Collection of a database of masked faces. - Application of unmasked face recognition methods for recognizing masked faces. - Utilization of a variety of recognition methods, including PCA, SVM, ADL, and transfer learning. - Development of a novel feature extraction method based on graphs.

• Data scientist

  • Jul 2021 - Sep 2021

  Detection of COVID-19-related rumors in Morocco - Collecting data from social networks. - Preprocessing and feature extraction. - Data classification. SVM, logistic regression, decision tree, and Gradient boosting. Detection of COVID-19-related rumors in Morocco - Collecting data from social networks. - Preprocessing and feature extraction. - Data classification. SVM, logistic regression, decision tree, and Gradient boosting.



Faculté des Sciences et Techniques Mohammedia (FSTM)

• Morocco
• Higher Education
• 1 - 100 Employee

• Sécurité du réseau

  • Apr 2020 - Jul 2020

  Study and Implementation of a Secure VoIP Solution. - Setting up a voice over IP solution in a telephony infrastructure using the open-source server "Asterisk". - Configuring the network under various operating systems, including Windows and Linux. - Performing several attack scenarios and auditing the VoIP solution using the Kali Linux distribution. - Configuring specific security measures (SRTP, TLS, VLAN). Study and Implementation of a Secure VoIP Solution. - Setting up a voice over IP solution in a telephony infrastructure using the open-source server "Asterisk". - Configuring the network under various operating systems, including Windows and Linux. - Performing several attack scenarios and auditing the VoIP solution using the Kali Linux distribution. - Configuring specific security measures (SRTP, TLS, VLAN).