Prof. Dr. Mohd Yamani Idna Idris has been a dedicated faculty member at Universiti Malaya since 2000, contributing significantly to education, research, and innovation. With interest and expertise in Internet of Things (IoT), image processing, computer vision, and pattern recognition, his scholarly work has enriched both academic knowledge and practical applications. His extensive experience in teaching, learning, and research has influenced countless learners, and his research is widely published in reputed journals. As a mentor, he has successfully supervised 25 Ph.D. candidates, providing invaluable emotional and motivational support to ensure their success. His expertise is also sought after in academic circles, where he serves as a reviewer and editorial board member for journals like MJCS, Pattern Recognition, and IEEE Transactions on ITS. Additionally, he has been an external examiner for Ph.D. candidates and has contributed to international technical review panels. Beyond his research contributions, Dr. Idris has held key faculty leadership positions, including Head of Department and Deputy Dean (Undergraduate (acting) and Research & Development), playing a vital role in shaping academic direction and fostering innovation. He also has experience as the Industrial Training Coordinator, where he bridges the gap between academia and industry, providing students with valuable real-world insights. His contributions also extend to national progress, as he has actively participated in digitalization initiatives for government agencies like KPDNHEP and MATRADE. Recognizing the importance of interdisciplinary collaboration, he has pioneered research efforts that integrate computer science with other fields, driving innovative solutions. Dr. Idris’s unwavering dedication has earned him three Certificates of Excellent Service and three Excellence Service Awards, highlighting his outstanding contributions to academia. His impact is further recognized internationally, having been listed among Stanford’s Top 2% Scientists in 2024. Through his leadership, mentorship, and groundbreaking research, Dr. Idris continues to shape academic excellence, industry collaboration, and scientific progress.