DR. ERMA RAHAYU BINTI MOHD FAIZAL ABDULLAH
Department of Artificial Intelligence
Faculty of Computer Science and Information Technology
ermaum.edu.myView CV | |
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Biography | |
I am Erma Rahayu Mohd Faizal Abdullah, the Head of the Department of Artificial Intelligence at Universiti Malaya. My passion lies in advancing the fields of computer vision, machine learning, and their applications in areas such as healthcare, education, and manufacturing. As an academic, I’ve had the privilege of shaping the AI curriculum at Universiti Malaya, including designing courses like Artificial Intelligence: Principles & Techniques and NextGen Software Development. My goal is to ensure students are equipped with the knowledge and skills to thrive in the evolving AI landscape. My research focuses on solving real-world problems through AI. One of my proudest projects is UMFit, a real-time monitoring app for cardiac patients that aims to improve healthcare accessibility and reduce clinical burdens. I’m also actively involved in using CBCT data for dentistry research and collaborating with Perodua to enhance automation and quality systems in manufacturing. Ethical AI is a significant part of my work. As an IEEE CertifAIEd™ Authorized Assessor, I focus on promoting algorithmic fairness, transparency, and privacy. I also apply explainable AI (XAI) tools, such as SHAP, to ensure my AI models are interpretable and trustworthy. Education is my passion, and I strive to empower students with high-order thinking skills and innovative approaches to learning. I also enjoy collaborating with international scholars, such as hosting Nishitani Aoi from Ehime University, and incorporating dynamic topics like intelligent agents and Data Intelligence into the curriculum. I strongly believe in building bridges between academia and industry. Collaborations with global leaders like Zhipu AI and Alto AI have brought valuable resources to my department, ensuring we remain at the forefront of AI research and innovation. I am driven by a vision of creating impactful AI solutions and nurturing the next generation of AI experts. My journey continues to be fueled by curiosity, collaboration, and a commitment to ethical innovation. |
Publication
Finance
Project Title | Progress | Status |
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Pembangunan Sistem Pemantauan Prestasi Usahawan untuk Majlis Amanah Rakyat (MARA) |
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Characterizing Online Learners Understanding Level Via Facial Features and Response Time |
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Real-Time Malaysian Sign Language Recognition to Textual Representation and Vice Versa: A Communication Tool For Hearing/Speech Impaired |
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This information is generated from Research Grant Management System |
Progressive expansion: Cost-efficient medical image analysis model with reversed once-for-all network training paradigm
Application of deep learning and feature selection technique on external root resorption identification on CBCT images
A Hybrid Technique for Diabetic Retinopathy Detection Based on Ensemble-Optimized CNN and Texture Features
Sex estimation of Malaysian sub-adults using craniometrics: A computed tomography study
ProX: A Reversed Once-for-All Network Training Paradigm for Efficient Edge Models Training in Medical Imaging
Determination of Direction and Speed of a Uniformly Moving Obstacle from Intersections with Virtual Window
Virtual Mid-Line Formation Approach for Maintaining Vehicle�s On-Road Position
Using Mutual Information to Construct Spatio Temporal Co-occurrence based Characterization for Human Action Classification