Biography

Applied researcher and technology leader with 20+ years of experience in large-scale IT operations across banking and healthcare domains. My work focuses on practical applications of AI, including intelligent healthcare, predictive analytics, and enterprise digital transformation, with emphasis on reliability, ethics, and human-in-the-loop decision support. I publish practitioner-oriented research bridging theory and real-world systems to improve performance, resilience, and value delivery.