Abdullah Mamun

Abdullah Mamun

Graduate Research Associate

Arizona State University

About Me

I am a Ph.D. student in Computer Science at Arizona State University. I work as a Graduate Research Associate at Embedded Machine Intelligence Lab (EMIL) under the supervision of Dr. Hassan Ghasemzadeh.

Currently, my work includes building and optimizing deep learning models for time-series data. My works have been published in EMBC'22, BSN'22, and BSN'23 conferences and I have multiple journal and confernce submissions under review. I also actively peer-review conference and journal submissions.

I am conducting a user study at ASU where we collect activity and stress data for machine learning algorithm design. If you are willing to participate, visit here.

Interests
  • Deep Learning
  • Explainable AI
  • Time-Series Forecasting
  • Generative Models
  • Counterfactual Explanations
Education
  • Ph.D. in Computer Science, Jan 2022 - present

    Arizona State University

  • Ph.D. in Computer Science, Jan 2021 - Dec 2021

    Washington State University

  • B.Sc. in Computer Science & Engineering, 2014 - 2018

    Bangladesh University of Engineering and Technology

Experience

 
 
 
 
 
Instructor
Aug 2024 – Present Phoenix, Arizona
I am currently teaching the Fall 2024 course BMI 311 - Modeling Biomedical Knowledge at Arizona State University.
 
 
 
 
 
Graduate Research Associate
Dec 2021 – Present Phoenix, Arizona
I am currently working on a few projects concurrently. My work mostly includes time-series data analysis with machine learning, explainable AI, data generation with generative models, counterfactual explanations, etc.
 
 
 
 
 
Teaching Assistant
Aug 2021 – Dec 2021 Pullman, Washington
I was a TA for a semester for the course Advanced Data Structures in C++ (Fall 2021 Cpt_S 223). I helped the students with their queries and difficulties related to programming and theory, graded homeworks and programming assignments, and held office hours. Dr. Yan Yan was the instructor of the course.
 
 
 
 
 
Research Assistant
Jan 2021 – Aug 2021 Pullman, Washington
 
 
 
 
 
Lecturer
United International University
Sep 2019 – Jan 2021 Dhaka, Bangladesh
 
 
 
 
 
Software Developer
HLC Technologies Ltd.
Nov 2018 – Sep 2019 Dhaka, Bangladesh

Recent & Upcoming Talks

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