Mohammed Deeb

• System Administrator: Supported and maintained the faculty's computers, servers, and the e-library database, ensuring all software are UpToDate and maintaining information and file systems security. • Website Administrator: Managed and developed the faculty website. • Quality Assurance: Developed programs and implemented many software solutions helping all employees in their jobs and helping the teaching staff (Professors and Doctors) to deliver high-quality research papers, books, and lectures.

• Researcher: Improved the predictive performance of many Recommendation Systems by +60% using Machine Learning models and Deep learning with Attention mechanism leveraging user reviews and feedback. • Teaching Assistant: Taught "Programming Languages" to fourth-year students and "Ecommerce Odoo" to fifth-year students.

• Researcher: Studied the factors influencing Ecommerce RecSys and showed the importance of fine-tuning machine learning models and the power of Gradient Boosting (XGBoost, LightGBM). • Teaching Assistant: Taught "Algorithms and Data Structures" to 2-year students with exams and evaluations. • Coursework: Advanced Software Engineering, Advanced Information Security, Advanced Bioinformatics, Advanced Databases, Advanced Structure Algorithms, Internet & Web technologies, Scientific Research, and Data Mining.