Fatima Sekri

Project Title : Development of an AI-based solution for automating access request validation at the Jorf Lasfar industrial platform. • Designed a modular and scalable architecture for secure document processing. • Integrated Qwen2.5-VL, a Vision Large Language Model, to extract structured and multilingual informations from complex visual documents. • Used MTCNN for face detection, DeepFace with ArcFace for facial embedding and verification, and MediaPipe for face orientation. • Collaborated with industrial and technical teams to ensure solution alignment with real-world requirements. Tools & Technologies : Qwen2.5-VL, Deepface, MTCNN, MediaPipe, YOLOv8, Label Studio, Python, OpenCV, Numpy, Pillow, pdf2image, Flask

Project Title: Development of Analytical Dashboards Based on FEC Data to Optimize the Audit Process • Configured the analysis tool and generated interactive dashboards. • Adapted the solution for associations (initially designed for commercial companies) by modifying and creating custom DAX formulas. • Created PowerPoint presentations containing tailored and interactive dashboards for each association. • Wrote a detailed operating manual to guide future users through the entire process. • Trained the team on how to use and interpret the dashboards effectively. Tools & Technologies: VisNow, Power BI, DAX

Project Title: Design and Implementation of an Intelligent Call Management System: Practical Integration with JustCall • Designed and developed a web-based call management application with integrated cloud storage. • Integrated and tested the JustCall API for automatic call import and synchronization. • Implemented automatic call transcription and Named Entity Recognition (NER) to extract key information from conversations. Tools & Technologies: AWS S3, AWS Transcribe, AWS Comprehend, Flask, PostgreSQL, SpeechRecognition, SpaCy

Project Title: Development of a Web Application for Booking Medical Appointments. • Designed and developed a user-friendly web platform to search for doctors and book medical appointments online. • Implemented a review and rating system to enhance trust and help users make informed choices. • Ensured responsive design and smooth user experience across devices using Bootstrap. • Built and managed the backend with Laravel and MySQL, enabling secure data storage and efficient appointment handling. Tools & Technologies: HTML, CSS, JavaScript, Bootstrap, PHP, Laravel, MySQL, PhpMyAdmin, XAMPP