Bekzat Karimkyzy is a PhD student in Information Systems at D. Serikbayev East Kazakhstan Technical University, Ust-Kamenogorsk, Republic of Kazakhstan, and Research Director at Axel & A LLP, Almaty, Republic of Kazakhstan. Her doctoral research focuses on the development of information technologies for integrating artificial intelligence into quality management systems for technological processes in the manufacturing of medical diagnostic devices. Her research interests include artificial intelligence, machine learning, medical data analysis, quality management systems, predictive analytics, and the application of data-driven methods to diabetes diagnostic-device manufacturing.