Asif Newaz
Lecturer, EEE, IUT
Lecturer, EEE, IUT
Hello, I am Asif Newaz.
I am a Lecturer in the Electrical and Electronic Engineering (EEE) department at the Islamic University of Technology (IUT), Bangladesh. I completed my B.Sc. in EEE with a CGPA of 3.97 from this university in 2018. I recently finished my M.Sc. in CS with a major in Data Science from East West University (CGPA 4.0 - Gold medalist). I'm planning to begin my PhD journey soon and am actively seeking opportunities.
My research interest lies mainly in the field of Machine Learning and Computer Vision. The use of AI in different applications and using data science as a tool to solve pressing real-world challenges are my primary focus. I have extensive research experience in areas such as AI in healthcare, Knowledge extraction from data, and Computer Vision.
Areas of Expertise
I have a background in Machine Learning and Data Science, supported by years of research experience. The areas I have previously worked on are summarized below:
Machine Learning
Computer Vision
AI Bias
Explainable AI (XAI)
Data Science
Data analysis (e.g., Electronic health records)
Imbalanced data handling
Knowledge discovery from data, especially when working with limited samples
Big Data
AI in healthcare
Medical diagnosis
Medical Prognosis
Medical Image analysis, processing, and segmentation (e.g., MRI)
Deep Learning
Convolutional Neural Networks (CNN)
Generative Adversarial Networks (GAN)
Recurrent Neural Networks (RNN)
Natural Language Processing (NLP)
Object detection, segmentation
Signal & Image Processing
Reinforcement Learning
Machine Learning in Sensor Applications
"If you only do what you can do, you will never be more than you are now"