Md. Ariful Islam has completed his Bachelor's in Computer Science and Engineering (CSE) and Master's in Information & Database Management from American International University-Bangladesh (AIUB) in 2021 and 2023, respectively. He is interested in research areas including Federated Learning, Data Mining, Machine Learning, Data Analytics, Graph Theory, and a wide variety of Algorithms and Data Structures.