Souheil Benmansour

- Migrations towards AWS Big Data environment (EC2,EMR,IAM) - C# Creation and maintain of optimal data pipeline architectures on Azure environment. - Build the infrastructure required for optimal extraction, transformation, and loading of data (ETL) from a wide variety of data sources using Microsoft Azure big data technologies. - Build analytics tools that utilize the data pipeline and google analytics to provide actionable insights into customer acquisition, marketing campaigns' ROI, operational efficiency and other key business performance metrics. - Create data tools / for analytics and data scientist team members that assist them in building and optimizing the omnichannel analytics platform.

- Migration projects : Migrate the whole platform (140 customers) to the cloud -> Infrastructure, Application & monitoring - Scripting : Ansible - Terraform - Jenkins : CI -Test & deployment automation, IaC. - IPSec tunneling : Securing data ingestion and machines access. - Data mining : Log analysis of data logging records to predict unexpected behaviors. - Assurance of the integrity and availability of all hardware, server resources, systems and key processes, reviewing system, security, and application logs. - Deployment of new infrastructure architectures to optimize the delivery process. - Domains & Subdomains SSL Encryption - Security (Apache/Let's encrypt/symfony bundles). - Level 2 & 3 switching and routing : Creation and implementation of a new network architecture. - Level 2 & 3 support : Troubleshooting, configuration, database administration and repair for server, network, infrastructure, Data Center, email, file shares, and other infrastructure issues.

The objective of this study is -To gain a fundamental information on the assessment cognitive competency via assisted assessment -To develop an algorithm which accurately describes the process of identifying student cognitive competency level via deep learning that can be used in the assessment for various domains.

Deployment of Dockerized applications on top of OpenStack RedStack Platform. Technologies : Cloud Computing, Networking and Docker containerization