Dr. Chemseddine Berbague

As an Associate Professor at ESTIN, my role encompassed the following responsibilities: • Documentation and Knowledge Sharing. • Course Development. • Research and Application. • Industry Collaboration.

As an Engineer and Business Analyst, I collaborated with a team to assess the company's needs and propose effective solutions for automating information processes. Through my project work, I gained valuable experience in Python, XML, business analysis, and teamwork. Specifically, my team and I focused on: • Accounting Module Development. • Configurable Reporting Solutions. • Data Verification Automation. • User Interface Improvement.

As a freelance developer, I specialized in creating dynamic web applications and desktop applications using a variety of modern technologies. My experience included: • Frameworks. • State Management. • Database Integration. • Java.

Thesis Title: Studying the Recommendation Novelty and Diversity in Collaborative-based Filtering Approaches. – Summary: The objective of our proposal is to improve the quality of recommendation from different aspects by developing a scalable optimization algorithm that deals with the conflicting combination of different recommendation quality measurements: diversity, novelty, and relevancy.