Prof. Dr. Nidhal Khdhair Al-Abbadi, Director of Al-Mustaqbal Center for Artificial Intelligence Applications at Al-Mustaqbal University, chaired the PhD dissertation committee of PhD candidate Abeer Mahmoud Hassan Ahmed at the College of Information Technology, University of Babylon. The dissertation, titled "Estimating an Optimal K Value for k-means Algorithm to Cluster Data Streams," was discussed on Thursday, March 13, 2025, in the college's conference hall. The research focused on strategies to enhance the performance of the k-means algorithm in clustering data streams. At the conclusion of the defense, the committee provided feedback and recommendations to the candidate, praising her research efforts and the importance of her study in enhancing AI algorithm performance. Al-Mustaqbal University is the top-ranked private university in Iraq.