Dr. Akara Kijkarncharoensin holds a Ph.D. in Computer Engineering and Financial Technology, with academic experience spanning business analytics, financial engineering, and digital strategy. He has lectured in finance, statistics, and machine learning at several institutions, and his research focuses on algorithmic trading, regime-switching models, and risk-based asset allocation. Dr. Kijkarncharoensin regularly applies Python and MATLAB in his empirical studies and has published peer-reviewed articles in Scopus-indexed journals, including award-winning papers at national engineering conferences.