Omar Humeedat

Research Assistant

Bio

Since April 2025, Omar has been a research assistant in the Machine Learning Group at RPTU Kaiserslautern, supervised by Prof. Dr. Sophie Fellenz. His academic background and research interests lie at the intersection of machine learning, intelligent systems, and modern AI architectures.

Research Interests

Omar is interested in using reinforcement learning (RL) and large language models (LLMs) to address feature selection problems in high-dimensional data. His work focuses on combining the decision‑making capabilities of RL with the reasoning power of LLMs to build adaptive, interpretable, and data‑efficient learning systems.