AI/ML

Artificial Intelligence & Machine Learning

Research Focus

Development of machine learning and deep learning models for problems in various fields of sciences (particle physics, astronomy, biology etc) and application development based on Artificial Intelligence.

Objectives

The Artificial Intelligence and Cybernetics (AGenCy) lab at the Independent University Bangladesh (IUB) was established in 2010, previously known as the Computer Vision and Cybernetics Research Lab. The lab is dedicated to education and research in the theory and application of Artificial Intelligence and Cybernetics. It focuses on developing computational models for data representation, visualization, and analysis in various fields of study, including but not limited to Computer Vision, Natural Language Processing, Environmental and Geospatial data analysis, Bioinformatics, Particle physics and Astrophysics, Rehabilitation and Sports technology, and IoT and Robotics.

The lab’s main focus is on developing and utilizing models and tools from probabilistic machine learning, deep learning, signal processing, and statistical inference. Given the multidisciplinary nature of the problems they address, the lab consists of faculty, graduate and undergraduate students, as well as collaborators from multiple disciplines, including computer science and engineering, electrical engineering, physics, mathematics, economics, and environmental science departments from IUB and other renowned universities both domestically and internationally.

Link to the previous website.

People

Director

Amin Ahsan Ali, PhD
Amin Ahsan Ali, PhD

Amin Ahsan Ali, PhD

  • Director, AI/ML Wing

Professor

Department of Computer Science and Engineering

Independent University, Bangladesh

Published at

ACL, CHI, UbiComp, ECCV, IJCAI, ECAI, WACV, IPSN, PAKDD, LREC, IJCNN, ICPR, ICIP, BEA, BLP, ICMLA, Scientific Reports, Scientific Data, Pattern Recognition, Information Sciences, Ad Hoc Networks, Drug and Alcohol Dependence, PLOS ONE

Research Interests

Artificial Intelligence, Machine Learning

Prof. M Ashraful Amin, PhD
M Ashraful Amin, PhD

Prof. M Ashraful Amin, PhD

  • Founder Director, CCDS
  • Director, AI/ML, HCI & DS Wings

Professor

+1 more affiliation

Department of Information Sciences and Technology

George Mason University, USA

Published at

ACL, CHI, UbiComp, ECAI, WACV, PAKDD, IJCNN, ICPR, ICIP, HCII, CLEF, BLP, Scientific Reports, JMIR, IEEE Access, Smart Agricultural Technology, Frontiers in Computational Neuroscience, Diabetes Research and Clinical Practice, PLOS ONE

Research Interests

Machine Learning, Cognitive & Vision Science, Cybernetics, Surveillance & Security, ICT in Education, Health, & Agriculture, Human-Computer Interaction, Internet of Things, Robotics

Collaborator

A K M Azad, PhD
A K M Azad, PhD

A K M Azad, PhD

  • Collaborator, AI/ML Wing

Assistant Professor

Imam Muhammad ibn Saud Islamic University

Research Interests

Bioinformatics

Aman Chadha
Aman Chadha

Aman Chadha

  • Collaborator, AI/ML Wing

Generative AI Leadership

Amazon Web Services

Published at

ECCV

Research Interests

Artificial Intelligence System Design

Hasnain Heickal
Hasnain Heickal

Hasnain Heickal

  • Collaborator, AI/ML Wing

Ph.D Candidate

UMass Amherst

Published at

CHI

Research Interests

Artificial Intelligence

Iftekhar Anam, PhD
Iftekhar Anam, PhD

Iftekhar Anam, PhD

  • Collaborator, AI/ML Wing

Assistant Professor

University of Wisconsin Green Bay, USA

Research Interests

Human-Computer Interaction, Assistive Technology

Ishtiaque Hussain, PhD
Ishtiaque Hussain, PhD

Ishtiaque Hussain, PhD

  • Collaborator, AI/ML Wing

Assistant Professor

Department of Computer Science

The Pennsylvania State University, Abington

Research Interests

Software Engineering, Software Testing

Prof. M Shoyaib, PhD
Prof. M Shoyaib, PhD

Prof. M Shoyaib, PhD

  • Collaborator, AI/ML Wing

Professor

Institute of Information Technology

University of Dhaka

Published at

Pattern Recognition

Research Interests

Image Processing

MD Mofijul Islam
Md Mofijul Islam

MD Mofijul Islam

  • Collaborator, AI/ML Wing

Applied Scientist II

AWS GenAI Innovation Center

Published at

ECCV

Research Interests

Multimodal Machine Learning (Vision + NLP), Large Language Model, Knowledge Graph, Multitask Learning, Generative AI

Muntasir Wahed
https://mmiakashs.github.io/

Muntasir Wahed

  • Collaborator, AI/ML Wing

Ph.D Candidate

University of Illinois Urbana-Champaign

Research Interests

Machine Learning

Riashat Islam, PhD
Riashat Islam, Ph.D

Riashat Islam, PhD

  • Collaborator, AI/ML Wing

Senior Research Scientist

+1 more affiliation

Microsoft Research

Research Interests

Machine Learning, Reinforcement Learing, Generative AI

Ruhul Amin, PhD
Ruhul Amin, PhD

Ruhul Amin, PhD

  • Collaborator, AI/ML Wing

Assistant Professor

Department of Computer and Information Science

Fordham University

Research Interests

Public Health, Bioinformatics, Natural Language Processing, Computational Social Science, Accessibility

Saiful Islam, PhD
Saiful Islam, PhD

Saiful Islam, PhD

  • Collaborator, AI/ML Wing

Senior Lecturer

School of Information and Physical Sciences

The University of Newcastle, Australia

Research Interests

Artificial Intelligence, Big Data, Data Mining, Data Analytics, Predictive Analytics, Security Analytics

Dr. Sajib Mistry
Dr Sajib Mistry

Dr. Sajib Mistry

  • Collaborator, AI/ML Wing

Ph.D Candidate

Curtin University, Australia

Published at

IJCNN

Research Interests

Service Computing, Cloud/Edge Computing, Machine Learning, Augmented Reality, Internet of Things

Syeda Sakira Hassan, PhD
Syeda Sakira Hassan, PhD

Syeda Sakira Hassan, PhD

  • Collaborator, AI/ML Wing

Postdoctoral Researcher

Department of Electrical Engineering and Automation

Aalto University

Research Interests

Machine Learning, Deep Learning, Reinforcement Learing, Probabilistic Inference

Projects (1)

Blog (3)