Hi, I am a former Computer Vision AI Engineer at AlterSense Limited, where I led the development of a deep learning-based human activity recognition system tailored for the ready-made garments (RMG) industry in Bangladesh. During this role, I designed and implemented a temporal action segmentation model based on Video Mamba, achieving approximately ~82% accuracy on proprietary in-house video datasets. My work was supervised by Dr. Nabeel Mohammed.

Prior to this, I served as a Lab Instructor at North South University for three years, where I mentored undergraduate students across a range of computer science and engineering courses. I was also awarded a research fellowship through the Fatima Fellowship Program and worked as a Research Assistant at the TnR Biomedical Research Lab, contributing to projects at the intersection of biomedical signal processing and deep learning.

I earned my B.Sc. in Computer Science and Engineering from North South University, advised by Dr. Mohammad Ashrafuzzaman Khan and Dr. Tanzilur Rahman from the Department of Electrical and Computer Engineering. My undergraduate thesis, titled Road Crack Segmentation with Driving Assistance and Real-time Feedback System, focused on applying computer vision for intelligent transportation.

My research interests lie in computer vision, multimodal learning, and generative AI. You can find my resume here.

Research Interests:

• Computer Vision
• Generative AI
• Vision Language Models
• Deep Learning

News:

• New!: One of my recent works on Conversational AI Systems is available now on ArXiV
• July 2024 I moved to Lexington, Kentucky, United States.
• January 2023 I joined the Fatima Fellowship as a Fellow-success-coordinator!
• November 2022 I started working as a machine learning engineer at Altersense Ltd.
• May 2022 Selected participant as a pre-doctoral Research Fellow at the Fatima Fellowship
• January 2021 Our manuscript on Blood Glucose Level Regression for Smartphone PPG Signals Using Machine Learning has been published in MPDI Applied Sciences Journal (Impact factor 2.7) pdf
• August 2020 Our paper titled Comparative Study of Classifiers on Human Activity Recognition by Different Feature Engineering Techniques has been published at the 10th International Conference on Intelligent Systems (IS). pdf
• September 2019 Started working as a Lab Instructor at the ECE department at North South University
• December 2019 Published my First Journal paper titled: “Road State Classification of Bangladesh with Convolutional Neural Network Approach” pdf
• July 2019 Published my first research paper titled A Convolutional Neural Network Approach for Road Anomalies Detection in Bangladesh with Image Thresholding” at the IEEEWS4 conference. pdf