معرفی
Dr. Tahmina Zebin serves as a Senior Lecturer in Computer Science within the College of Engineering, Design and Physical Sciences at Brunel University London. Previously, she held academic positions at the University of East Anglia as a Lecturer leading the On-device and Explainable AI Research Group, and completed postdoctoral work at the University of Manchester on the EPSRC-funded Wearable Clinic project. Her academic foundation includes a PhD in Electrical and Electronic Engineering from the University of Manchester, where she was awarded the Presidents Doctoral Scholarship.
Her educational background comprises:
- PhD in Electrical and Electronic Engineering, University of Manchester (2013-2016), funded by Presidents Doctoral Scholarship
- M.Sc in Digital Image and Signal Processing, University of Manchester (2012)
- MS in Applied Physics, Electronics, and Communication Engineering, University of Dhaka
- First degree in Applied Physics, Electronics, and Communication Engineering, University of Dhaka
Dr. Zebin's research centers on Explainable and Inclusive AI with significant contributions to healthcare and agricultural technology. Key focus areas include:
- Advanced Video and Signal Processing for Human Activity Recognition using wearable sensors
- Risk Prediction Modeling from Longitudinal Electronic Health Records
- Medical Image Analysis for disease detection and progression tracking
- On-Device AI deployment methodologies for resource-constrained environments
- Multimodal Algorithm Development for equitable AI systems
Her recent publications (2023-2024) reveal a strong trend toward practical AI deployment in precision agriculture and cybersecurity, featuring robust CNNs for agricultural spraying evaluation, interpretable quantized networks for edge devices, and explainable intrusion detection systems. This work demonstrates consistent emphasis on resource efficiency, model transparency, and real-world applicability.
Notable recognition includes:
- Presidents Doctoral Scholarship (2013-2016) from the University of Manchester
Dr. Zebin actively supervises PhD students in specialized domains including medical image analysis, physical activity monitoring for smart homes, on-device model deployment, and explainable AI applications in fintech/cybersecurity. Her research has been supported by:
- EPSRC Wearable Clinic project during postdoctoral work
- Presidents Doctoral Scholarship for doctoral research
She contributes to the Intelligent Data Analytics Research Group at Brunel University London, focusing on developing cutting-edge AI methodologies for healthcare and agricultural applications with emphasis on ethical implementation and accessibility.
