sonia chalouah

Currently working on a computer vision project to detect fine textile defects using transformer-based segmentation models (SAM, SegFormer). Contributing to data labeling, model fine-tuning, and building dashboards with Streamlit and Power BI. Tools: Python, PyTorch, OpenCV, Flask, Streamlit, Power BI, MMSegmentation, SAM, Git.

Developed a plant disease detection application using convolutional neural networks (CNN) and YOLO for real-time detection, achieving an accuracy rate of over 70%. Tools: Django, CNN, YOLO, Python.

Developed a service reservation application that includes online booking, a discussion forum, and integration of a chatbot. Tools: Java, Angular, Spring Boot, MySQL, Django.

Developed a comprehensive university management system. Implemented end-to-end automation of the project lifecycle. Automated the entire project lifecycle, boosting operational efficiency by 30%. Tools: Jenkins, JUnit, Sonar, JaCoCo, Maven, Docker, Grafana, Prometheus, Git.

Developed and designed an advanced reservation system for the university. Implemented an intuitive user interface using Angular. Optimized data management and system performance using Spring Boot. Tools: Spring Boot, Angular, MySQL, JSONServer, Scrum, Git.

Developed a platform for managing interns' resumes, sorting, and analysis of applications, which improved the recruitment efficiency by approximately 40%. This platform significantly enhanced the experience for both interns and partner companies. Tools: Spring Boot, Angular, MySQL, Scrum, Git.

Led the entire design and development process of an educational system. Utilized Symfony for web development. Employed JavaFX for the desktop application. Used CodenameOne for the mobile application. Tools: Symfony, Java, JavaFX, CodenameOne, MySQL, Scrum, Git.

Developed and implemented a comprehensive online examination website. Created an intuitive and efficient online exam experience for interns. Tools: Angular, Symfony, MySQL, JWT, Git.