About
PhD Student & Graduate Research Assistant
Performance and Resource Optimization in Networks (PROTON) Lab, Arizona State University
Interests
City
Tempe, Arizona, United States
krumman@asu.edu
I am a Ph.D. student in the School of Electrical, Computer and Energy Engineering at Arizona State University and a member of the Performance and Resource Optimization in Networks (PROTON Lab), advised by Dr. Eirini Eleni Tsiropoulou. I received my M.Sc. in Applied Statistics and Data Science in 2024 from Jahangirnagar University (JU), Bangladesh, and B.Sc. in Electrical and Electronic Engineering in 2016 from Islamic University of Technology (IUT), Bangladesh.
My research focuses on the integration of deep learning with integrated sensing and communications.
Education
PhD in Electrical Engineering
Arizona State University | Aug 2025 - Present
Expected graduation: Spring 2029
M.Sc. in Statistics and Data Science
Jahangirbagar University | Dec 2022 - Apr 2024
GPA: 3.67/4.00
B.Sc. in Electrical and Electronic Engineering
Islamic University of Technology | Dec 2012 - Dec 2016
GPA: 3.88/4.00
Professional Experience
Graduate Research Assistant
PROTON Lab, Arizona State University | Aug 2025 - Present
Supervisor: Dr. Eirini Eleni Tsiropoulou, Associate Professor
Executive, Validation and Calibration Department
Square Pharmaceuticals PLC, Gazipur, Bangladesh | Jan 2022 - Dec 2023
- Successfully completed equipment and systems qualification activities, ensuring industry standards and regulatory compliance.
- Achieved 50+ successful validations by consistently following the cGMP guidelines and Validation Master Plan and actively participated in QMS activities, including 15 internal audits, document control, and continuous improvement initiatives.
- Served as the main point of contact for auditors, confidently presenting validation and calibration activities.
Lecturer, Electrical and Electronic Engineering Department
European University of Bangladesh, Dhaka, Bangladesh | Sep 2018 - Dec 2021
- Prepared and delivered courses and lab manuals, creating clear and concise instructions for students to follow.
- Conducted theory and lab courses, facilitating hands-on learning experiences and ensuring adherence to safety protocols.
- Supervised students and provided guidance on assignments and projects, contributing to successful academic outcomes.
Executive, Engineering Department
Square Toiletries Limited, Narayanganj, Bangladesh | Aug 2017 - Sep 2018
- Optimized machinery performance through calibration and repairs, contributing to increased productivity and reduced waste.
- Planned and directed projects focused on improving manufacturing processes and reducing costs, delivering successful outcomes on time and within budget.
- Determined the necessary steps to bring systems into compliance with industry regulations and company standards, ensuring safety and quality in all operations.
Publications
Intelligent Drone Pickup Scheduling via Deep Reinforcement Learning in Low Altitude Economy Networks
Authors: K M Rumman, Dimitrios Kaltsogiannis, Eirini Eleni Tsiropoulou
December 2025
Journal: Elsevier, Internet of Things
Under review
A Multimodal Deep Learning Framework for Emergency Drone Landing Zone Detection
Authors: K M Rumman, Andre Riker, Eirini Eleni Tsiropoulou
November 2025
Journal: IEEE Access
Under review
Shrink: Reducing MIMO Feedback Overhead in Wi-Fi with Dynamic Data-Driven Channel Sounding
Authors: K M Rumman, Francesca Meneghello, Khandaker Foysal Haque, Francesco Gringoli, Francesco Restuccia
October 2025
Conference: Proceedings of the Twenty-sixth International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing, pages 11-20
DOI: 10.1145/3704413.3764421
Magic: Meta-Learning Adaptive Gesture Recognition with mmwave MIMO CSI
Authors: Khandaker Foysal Haque, K M Rumman, Arman Elyasi, Francesca Meneghello, Francesco Restuccia
May 2025
Conference: IEEE 26th International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM), pages 131-140
DOI: 10.1109/WoWMoM65615.2025.00030
m3mimo: An 8×8 mmwave Multi-User MIMO Testbed for Wireless Research
Authors: Khandaker Foysal Haque, Francesca Meneghello, K M Rumman, Francesco Restuccia
November 2024
Conference: Proceedings of the 30th Annual International Conference on Mobile Computing and Networking, pages 1922-1929
DOI: 10.1145/3636534.3697321
Fingerprint based biometric attendance system
Authors: Md Saidur Rahman, K M Rumman, Rubab Ahmed, Abdur Rahman, Md Asaduzzaman Sarker
March 2023
Journal: European Chemical Bulletin, volume 12, pages 184-190
DOI: 10.31838/ecb/2023.12.s3.026
Design and implementation of intelligent railway system
Authors: Md Saidur Rahman, Md Abdullah Kawser, K M Rumman, Fahrin Rahman, Rubab Ahmed
September 2022
Journal: Journal of Image Processing and Intelligent Remote Sensing, volume 2, pages 53-62
DOI: 10.55529/jipirs.25.53.62