I am a Research Assistant at the MAIM Lab of Robotics & Mechatronics Engineering in the University of Dhaka, Bangladesh. Currently, I am working on a Wellcome Leap (In Utero) funded project (Title: Translation of a Wearable Fetal Movement Monitor towards Stillbirth Prevention) collaborating with University College Dublin to develop a wearable device to monitor fetal movements to prevent stillbirth.

I have completed MSc and BSc degree from the University of Dhaka in Robotics and Mechatronics Engineering.

Research Interest

Ideally, I’m interested in Multi-modal Signal Processing by leveraging deep learning model.

I have extensively collaborated on interdisciplinary projects in areas ranging from Wearable Medical Device development (specifically firmware and sensor signal processing and noise removal) to Machine Learning and Deep learning in Health Informatics and Biomechatronics. My current work revolves around machine learning challenges related to biomedical sensor data, e.g., learning with limited skewed data, supervised learning, and transfer learning with applications to Medical AI and Biomechatronics.

News

• [December, 2024]: Accepted paper at IEEE Access journal Titled “U-ActionNet: A Dual-Pathway Approach for Efficient Human Action Recognition in UAV Surveillance” to IEEE Access
• [August, 2024]: Submitted a journal paper Titled “U-ActionNet: A Dual-Pathway Approach for Efficient Human Action Recognition in UAV Surveillance” to IEEE Access
• [May, 2024]: Accepted paper at SN Computer Science Titled “FaceEngine: A Tracking-Based Framework for Real-Time Face Recognition in Video Surveillance System”
• [February, 2024]: Visited Dublin, Ireland to present our work on Translation of a Wearable Fetal Movement Monitor towards Stillbirth Prevention
• [October, 2023]: Joined as a research assistant in MAIM Lab, University of Dhaka in multi-million dollar project
• [October, 2023]: My paper titled FFT-UAVNet: FFT Based Human Action Recognition for Drone Surveillance System got accepted to the 5th IEEE International Conference on Sustainable Technologies for Industry 5.0 (STI) conference
• [September, 2024]: Got my post graduation degree from the University of Dhaka in Robotics & Mechatronics Engineering