Ayoub Ridouani

Subject: Creation of an access control system based on facial recognition. Missions: Creation of an access control system based on facial recognition. This system captures photos of people requesting access to a door in the company with an obligation to blink their eyes, the result of the face detection will go through a process of extracting facial landmarks specifically the eyes to confirm that the detected face must be a real face of an employee present in front of the camera, and not an attempt at usurpation by calculating the number of blinks, followed by the face recognition phase built on the CNN architecture, more precisely the Siamese Network, to verify the identity of the employee by comparing his face with a database of faces already registered, so that the system finally decides whether the person is allowed to enter or not. Tools: Python, NumPy, Pandas, Matplotlib, Seaborn, OpenCV, DLib, TensorFlow, Keras, VGGFace2, Scikit learn, Scipy, Jupyter Notebook, Convolutional Neural Networks (CNN), Object Detection, Image Classification, Image Segmentation, Data Augmentation, Flask/Django (to deploy models), Docker (project containerization), Cloud services (AWS, Google Cloud Platform), CUDA, GPU, Batch Processing, Hyperparameter Tuning, Grid Search, Random Search, Cross-validation, A/B Testing, Git, GitHub.. The algorithms and methods used are published here on my own youtube playlist: https://www.youtube.com/playlist?list=PLF_Bt6DSVaPHty3u10J_aioMeSRnFkP3i

Subject: • Axis 1: Creation of an E-Commerce website for the company. • Axis 2: Creation of a desktop application for stock management. Missions: • Creation of public spaces, private spaces for each member, as well as an administrative space. • Development of a desktop application in JavaFX for the management of employees, fixed and variable costs, as well as stock (inputs, outputs), with export of order invoices in PDF format. • Securing the system against various attacks (SQL Injection, XSS, LFI, RFI, session and authentication bypass, malicious redirects, CSRF, ..). • Hosting of the website. Tools: UML (StarUML), Java FX, NetBeans, Scene Builder, HTML5, CSS3, JavaScript, Ajax, PHP, Symfony, PHPUnit, Composer, MySQL, Swift Mailer (SMTP), Apache (web server), Git, Github, Acunetix..

Subject: ✔ Axis 1: Creation of a website for the AMIIS Association. ✔ Axis 2: Creation of a website for the AMIIS conferences. Missions: • Design and creation of public spaces, private spaces for each member, as well as an administrative space. • Securing against common attacks such as SQL injection, XSS, LFI, RFI, session and authentication bypass, malicious redirects, CSRF, ... Tools: UML (Enterprise Architect), HTML5, CSS3, JavaScript, Ajax, PHP, PHP MVC, PHP ORM, PHPUnit, Composer, MySQL, Swift Mailer (SMTP), Apache (web server), Git, Github, Acunetix..

Subject: Development of a communication application allowing the sending of messages, photos and videos. Missions: • Study and development of the development plan. • Implementation of end-to-end message encryption using the AES-256 algorithm. Tools: QT Creator, QML, CMake, GCC, MySQL, OpenSSL, AES-256 ciphers..

Subject: Computer maintenance Missions: • Maintenance and repair of damaged computers. • Technical assistance to users. • Management and storage of customer data in Microsoft Access. Tools: Cisco packet tracer, MS Word, MS PowerPoint, MS Excel, Team Viewer.