Master's Student in Data Science @ Ibn Zohr University | General Secretary of the IT Club
Hi, I'm Abdeljalil, a passionate Master's student in Data Science from Ibn Zohr University, Agadir. I specialize in machine learning, data engineering, and statistical modeling. As the general secretary and Internal Communications Coordinator for my IT Club, I actively organize workshops, training, and events to inspire curiosity and technical growth among members.
Developed a facial recognition system for real-time surveillance using VGG-Face and deep learning. Designed a scalable data pipeline with Apache Spark for high-throughput data processing and Kafka for real-time data streaming. Leveraged Power BI to create interactive dashboards for visualizing insights and tracking identified individuals. The system includes continuous monitoring and automated alert mechanisms, enhancing security measures.
Built a predictive model to forecast solar energy production using LSTM and Transformer models, solving complex time-series prediction challenges. Conducted data preprocessing, feature engineering, and performance evaluation using metrics like RMSE. Utilized TensorFlow and Scikit-Learn for model training, optimization, and fine-tuning, achieving high predictive accuracy for renewable energy production.
Designed and implemented a management system for vacation club operations using C++ and MFC. The system integrates database capabilities to handle large volumes of structured data related to members, activities, and locations. Implemented robust error handling and data validation techniques to ensure reliability and scalability.
Created a travel booking platform using Django, incorporating user roles and permissions for secure and efficient access. Integrated SQL databases to manage customer reservations and inventory tracking. Developed analytics dashboards to provide insights into customer preferences and streamline operational processes.
Built an online testing platform with Laravel and MySQL, including automated grading and result tracking features. Ensured reliability through comprehensive error handling and implemented secure data storage mechanisms. The platform delivers a seamless experience for both students and administrators, with insightful performance analytics.
As the Internal Communications Coordinator and Training Support for the IT Club, I play a vital role in managing member communications, drafting emails, and creating detailed reports on club activities. I organize and deliver workshops on foundational and advanced IT topics such as Git, GitHub, and Python. My contributions focus on fostering a collaborative learning environment, empowering first-year university students to develop IT skills, and promoting creative problem-solving through technology.