Student Information
Graduate Student
Computer Science
Ira A Fulton Engineering
Long Bio
I am currently pursuing my Ph.D. in Computer Science at Arizona State University. I work as a Graduate Research Associate at Dr. Hassan Ghasemzadeh's lab. My research interests are Deep Learning, Mobile Health, Data Privacy, and Memory Management. Originally, I started my Ph.D. at Washington State University and later transferred to Arizona State University after one year. Previously I was employed as a Lecturer at United International University in Dhaka, Bangladesh. Currently, my work includes building prediction and forecasting models on time-series data, especially for special circumstances, e.g. uncontrolled environment, low-quality, missing, or unlabeled data, etc.
Education
- Ph.D. in Computer Science, Arizona State University (Jan 2022 - present)
- Ph.D. in Computer Science, Washington State University (Jan 2021 - Dec 2021)
- B.Sc. in Computer Science, Bangladesh University of Engineering and Technology (2014-2018)
Research Interests
- Deep learning
- Mobile health
- Active learning
- Computer Vision
- Data Privacy
Research Group
Embedded Machine Intelligence Lab (EMIL)
User behavior analysis group
Research Activity
- [2022-9] Abdullah’s paper, “Multimodal Time-Series Activity Forecasting for Adaptive Lifestyle Intervention Design,” has been awarded Honorable Mention at the Best Paper Award of the IEEE BSN 2022 conference in Ioannina, Greece.
- [2022-7] Our paper titled "Multimodal Time-Series Activity Forecasting for Adaptive Lifestyle Intervention Design" has been accepted at IEEE International Conference on Wearable and Implantable Body Sensor Networks (BSN 2022).Authors: A. Mamun, K.S. Leonard, M.P. Buman, and H. Ghasemzadeh
- [2022-3] Our paper titled "Designing Deep Neural Networks Robust to Sensor Failure in Mobile Health Environments" has been accepted at IEEE Engineering in Medicine and Biology Conference (EMBC 2022).Authors: A. Mamun, S.I. Mirzadeh, and H. Ghasemzadeh
- [2022-3] Our abstract has been accepted at ISMPB ICAMPAM 2022 conference for oral presentation.Authors: K.S. Leonard, A. Mamun, H. Ghasemzadeh, and M.P. Buman
Industry Positions
Software Developer at HLC Technologies Ltd. (Nov 2018 - Sep 2019)