Majda GUENNAOUI

Experience

• 

  Municipality

  Jul 2020 - Jul 2020

  Summer Internship

  Theme: '' Introduction to professional life and the work environment ''.· Pack Microsoft Office & Data Entry: Proficient in Word, Excel, PowerPoint and Outlook.· Data Analysis: Analyzed municipal data.· Organizational Skills: Strong organizational and multitasking abilities.· Communication: Effective written and verbal communication skills.· Time Management: Excellent time management skills to meet deadlines.· File Management: Competent in organizing and managing electronic and paper files.· Team Collaboration: Collaborated with colleagues from different departments.· Strong problem-solving skills. Show less

• 

  ICPerformance

  May 2021 - Jun 2021

  End-of-study internship_Bachelor's degree

  Field : Electrical engineering.Project: "Electrical and Photometric dimensioning of a public Street lighting network (Provincial Road 3010 _TIT-Mlile Casablanca)"-Theoretical photometric dimensioning of the road: · Select optimal LED luminaires for each type of installation. · Determine the values of various parameters. · Validate our results using DIALUX Evo.-Theoretical electrical dimensioning of the road: · Determine voltage drops at each lighting point. · Specify the cable sections used. · Determine the distance between two lighting points. · Validate our results using Elect Calc.-Economic analysis: · Calculate energy consumption and cost.Keywords : Electrical | DIALUX Evo | Elect Calc | Energy Efficiency. Show less

• 

  Hirschmann Automotive GmbH

  Jul 2022 - Aug 2022

  End-of-year internship

  Sector : Automotive industryProject: '' Development of a Quality Inspection System for Manufacturing in the Automotive Industry Using Machine Vision and Deep Learning ".- Research and Analysis: • Conduct research on existing manufacturing quality inspection systems. • Analyze the requirements and challenges specific to the automotive industry.- Data Collection and Preparation: • Collecte datasets for training and testing ( Conform part - Non_conform part ) • Clean the data to ensure its quality.- Algorithm Development: • Implement Edge AI techniques. • Develop Machine Learning models, particularly Convolutional Neural Networks (CNNs).- Programming: • Code the solution using Python.- Integration of Canny Filter: • Implement the Canny filter for edge detection in image processing.- Industrial Vision Integration: • Integrate industrial vision techniques for accurate inspection.- Quality Control Logic: • Develop logic for quality control decisions based on inspection results.- Testing and Validation: • Conduct thorough testing of the system's functionality.- Validate results.keywords: Edge AI | Machine Learning (ML) | Python | CNNs | Canny filter | Industrial Vision | Image Processing. Show less

• 

  Capgemini Engineering

  Mar 2023 - Aug 2023

  End-of-study internship_Engineer's degree

  Sector : Automotive engineering.Project: '' Modeling of an Intelligent and multifunctional Battery Management System (BMS) for Electric Vehicle ".Currently, batteries play a pivotal role in the industry, particularly in the new generation of electric and hybrid vehicles. So, the main objective of this work was to model an intelligent and versatile BMS for electric vehicles. To meet the requirements of battery energy management, it was essential to design a system capable of performing the necessary tasks to optimize cell life and ensure optimal battery operation. Special attention is given to the modeling of the BMS, the estimation of State of Charge (SOC) of a Li-ion cell using deep learning techniques (DL), and the integration of a fault detection block. This functionality will facilitate monitoring the battery's condition and preventing issues related to charging and discharging. -Research: • Conduct research on BMS, electric vehicles, and deep learning techniques for battery monitoring.-Battery and BMS Modeling: • Modling of the Lithium-Ion battery pack. • Modling of the BMS, considering factors like charging, discharging, and temperature effects.-Balancing: • Balancing the battery pack cells.-State of Charge (SOC) Estimation: • Development of various algorithms to estimate the SOC of the battery pack (CC, OCV, EKF). • Implement deep learning techniques for accurate estimation of SOC. • Compare the results of different methods.-Fault Detection Mechanism: • Implement a robust fault detection mechanism to identify and address issues within the battery system.-Testing and Validation: • Integration test between modules to validate the performance of the BMS.-User Interface (UI) Design: • Design a user friendly interface for monitoring and controlling the battery.Keywords: Lithium-ion Batteries | Electric vehicle | BMS | State of Charge (SOC) | Deep Learning (DL) | MATLAB/Simulink | Balancing | Fault Detection. Show less

• 

  SHERPA ENGINEERING

  Sept 2023 - Aug 2024

  Automotive SW Engineer for Stellantis at SHERPA ENGINEERING