Research Interests and Academic Activities

My academic and research interests focus on Artificial Intelligence (AI), Agentic AI, Machine Learning, Natural Language Processing (NLP), Knowledge Representation, Generative AI, and Intelligent Software Testing.

I am actively engaged in scientific research, with a particular interest in developing intelligent, adaptive, and automated systems. My research contributions include the IEEE-published paper "Knowledge Representation in AI: A Survey of Paradigms, Trade-offs, and the Imperative for Hybrid Approaches," presented at ICETSIS 2026 in Bahrain. My current research investigates the effectiveness of Agentic AI tools in software test automation compared to traditional testing frameworks, focusing on efficiency, adaptability, accuracy, scalability, and maintainability.

Alongside my academic research, I have professional experience in full-stack software development and AI-powered applications, including the development of intelligent agents using Large Language Models (LLMs), LangChain, LangGraph, and modern web technologies. My technical interests include AI-driven automation, multi-agent systems, and integrating intelligent solutions into real-world software applications.

As a Teaching Assistant at An-Najah National University, I am passionate about academic research, teaching, and technological innovation. I aim to bridge the gap between theoretical research and practical applications while contributing to advancements in Artificial Intelligence, intelligent software engineering, and interdisciplinary research.