Ahmed-Rafik-El Mehdi
BAAHMED

State Engineer in Computer Systems Engineering

& Doctoral Researcher (Ph.D)

Biography

Doctoral Researcher (Ph.D) working on the Computational Efficiency of Federated Learning techniques on Edge-Cloud Infrastructures
Computational Intelligence & Deep Learning enthusiast, Astronomy lover.
Machine Learning Developer, IoT Developer & Solution Architect, Python Developer.
Creative & Motivated person. Fast learner, always ready to learn more.

Interests

  • Federated Learning
  • Edge-Cloud Infrastructures
  • Computational Efficiency and Energy Management
  • Internet of Things (IoT)
  • Data Science (DNN, ML, Computer Vision)
  • Embedded Systems
  • Astronomy & Astronautics
  • Travel, Learning and Reading
  • Sport, Music, Drawing, Gaming.

Education

  • Doctoral Researcher (Ph.D) at ENSAM working at CESI LINEACT - France
  • State Engineer in Computer Systems Engineering with a Master's Degree graduated from The Higher School of Computer Science 08 May 1945 - Sidi Bel Abbes (ESI SBA) - Algeria - in July 2023.
  • Baccalaureate in Maths 2018.

Experiences & Skills

Work Experience

Doctoral Researcher (Ph.D) at ENSAM working at CESI LINEACT on the Computational Efficiency of Federated Learning techniques on Edge-Cloud Infrastructures

Dec 2023 - Present

Deep Learning Intern at LIRIS Lab - DM2L Team - INSA Lyon working on Graph Neural Networks for the Detection and Explanation of Network Intrusions, by developing a new contribution entitled
E-GNNExplainer

Feb - Jul 2023

Project Developer & Manager of Alzheimer.AI A Computer Vision and Deep Learning-Based "Early Detection of Alzheimer's Disease System" using multiple approaches

Nov 2022 - Feb 2023

Participation in COC'2022

May 2022

  • COC'2022 : the International Conference on Connected Objects and Systems of the Internet of Things (IoT) that evokes the fourth industrial revolution, “factory 4.0”.
  • I had the honor to participate with an oral presentation & a Scientific Paper about our "ArtificialEye" project.

Project Manager of ArtificialEye a Computer Vision and Deep Learning-Based support system for visually impaired people in an outdoor environment

Mar 2022 - Present

Participation in CICT'2022

Feb 2022

  • CICT'2022 : The 1st national Conference on Information and Communication Technology organized by the University of Tamanrasset Algeria in February 21-22, 2022
  • I had the honor to participate with an oral presentation & a Scientific Paper about our "ESI WEATHER" project.

Project Manager of Lectio an eBook project.

Dec 2021 - Feb 2022

Practical internship at GSH as an IT intern

Sep 2021

Web Developer and Quality Insurance Manager of "HEALTHLINE" project

Apr 2021 - Sep 2021

Responsibilities include :

  • Backend Developer.
  • Ensures compliance with quality standards, consistency between deliverables, the development and research of solutions.
  • Propose typical plans and solutions.
  • Meets the requirements of the specifications.

Developer & Organizer in AlphaBit Coding Challenge 3rd Edition

Mar 2021 - Jun 2021

Responsibilities include :

  • Technical Team & IT Infrastructure Supervisor.
  • Organization team member as the Vice-President.

Participation in COC'2021

Mar 2021

  • COC'2021 : the International Conference on Connected Objects and Systems of the Internet of Things (IoT) that evokes the fourth industrial revolution, “factory 4.0”.
  • I had the honor to participate with an oral presentation & a Scientific Paper about our "ESI WEATHER" project.

Cybersecurity Instructor & Trainer in The Alphabit Cybersecurity Cell

Mar 2021 - Oct 2021

Responsibilities include :

  • Supervise & Coach CTF workshops
  • Provide Course Information.
  • Develop a schedule to assess training needs.
  • Create training strategies & initiatives.

Vice-President of Alphabit Club

Jan 2021 - Oct 2021

Responsibilities include :

  • Direct and manage the coordination between department leaders and accompany club's events.
  • Assisting in setting any strategic goals for the club & Making important decisions & commitments for it.

Project Manager of "Esi Weather" project

Mar 2020 - Oct 2020

Responsibilities include :

  • Manager, Strategist, Communicator, Organizer & Goal setter.

IT Skills

Problem Solving

Algorithms & Data Structures

Machine Learning Development

IoT Solution Architecture

Backend Development

Express.js, PHP Laravel

DevOps

Git, GitHub, Docker

Scripting & Programming

Python, C/C++, Pascal, Shell Scripting

Frameworks & Technologies

VueJS, Express.js(NodeJS), Laravel, SQL

Soft Skills

Leadership

  • Planning
  • Creativity
  • Decisiveness
  • Project Management
  • Time Management
  • Commitment & Risk-taking
  • Dependability & Team building

Communication

  • Respect
  • Confidence
  • Friendliness
  • Problem Solving
  • Active listening
  • Public Speaking

Presentations

Take a look.

Projects

Alzheimer.AI

The Design and realization of a Computer Vision and Deep Learning-Based "Early Detection of Alzheimer's Disease System" using multiple approaches. The idea is to perform the Early Detection of Alzheimer's disease on Cerebral Brain Magnetic resonance imaging (MRI) images Code HERE

ArtificialEye

The Design and realization of a Computer Vision and Deep Learning-Based support system for visually impaired people in an outdoor environment. Code HERE

Lectio

The Design and realization of a Web eBook store. Code HERE

HEALTHLINE

The Design and realization of a Web/Mobile application for medical file management by the Preventive Medicine Unit (PMU) of ESI SBA. Code HERE

ESI WEATHER

The Design and realization of an Intelligent Connected Real-Time Weather Station Based on Google Firebase IoT Platform, with an Autonomous Solar System. Code HERE

Certificates

Contact

Get In Touch.

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