Fullerton, California, United States
Contact Info
1K followers
500+ connections
About
I am an Algorithm Scientist at Murata Vios, a leading…
Activity
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Rate my setup I spend most of my time sitting here either coding or recording videos. I'm not preparing for coding interviews anymore but I still…
Rate my setup I spend most of my time sitting here either coding or recording videos. I'm not preparing for coding interviews anymore but I still…
Liked by Md Navid Akbar, PhD
Experience & Education
Licenses & Certifications
Volunteer Experience
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Reviewer
• Journals and Conferences
- Present 5 years
Education
Journals: IEEE TAP | IEEE OJEMB 2020-21
Conferences: 42-44 IEEE EMBC | 22-23 ICCIT BD 2019-22 -
Seminar Organizing Committee
Northeastern University Center for Signal Processing, Imaging, Reasoning and Learning (SPIRAL)
- 1 year 8 months
Education
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Delegate
Bangladesh Youth Leadership Center (BYLC)
- Present 12 years 4 months
Economic Empowerment
2nd Youth Leadership Summit
Publications
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Advancing post-traumatic seizure classification and biomarker identification: Information decomposition based multimodal fusion and explainable machine learning with missing neuroimaging data
Computerized Medical Imaging and Graphics [Elsevier]
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M2M-InvNet: Human Motor Cortex Mapping From Multi-Muscle Response Using TMS and Generative 3D Convolutional Network
IEEE Transactions on Neural Systems and Rehabilitation Engineering
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PENet: Continuous-Valued Pulmonary Edema Severity Prediction On Chest X-ray Using Siamese Convolutional Networks
2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)
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Comparing Autoregressive and Network Features for Classification of Depression and Anxiety
2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)
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Lesion Normalization and Supervised Learning in Post-traumatic Seizure Classification with Diffusion MRI
CDMRI 2021: Computational Diffusion MRI (Springer/ MICCAI 2021 Workshop)
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Mapping Motor Cortex Stimulation to Muscle Responses: A Deep Neural Network Modeling Approach
Proceedings of 13th International Conference on Pervasive Technologies Related to Assistive Environments (PETRA ’20). ACM
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Prediction of Epilepsy Development in Traumatic Brain Injury Patients from Diffusion Weighted MRI
Proceedings of 13th International Conference on Pervasive Technologies Related to Assistive Environments (PETRA ’20). ACM
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Role of Intrinsic Motivation in User Interface Design to Enhance Worker Performance in Amazon MTurk
Proceedings of 13th International Conference on Pervasive Technologies Related to Assistive Environments (PETRA ’20). ACM
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Capacity Enhancement of Indoor 5G mmWave Communication by Beam Steering and Narrowing
International Conference on Electrical and Computer Engineering (ICECE 2018, IEEE)
Courses
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Advanced Machine Learning
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Anatomy & Physiology for Engineers
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Biomedical Applications of Electrical Engineering
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Complex Analysis for Engineers
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Computer Architecture
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Computer Network Design
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Detection & Estimation
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Digital Signal Processing
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Human Computer Interaction
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Intro to Machine Learning and Pattern Recognition
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Measurement & Instrumentation
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Neural Networks and Deep Learning
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Parallel Processing for Data Analytics
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Power Electronics
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RF & Microwave Principles
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Random Processes
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Signals and Systems
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Theoretical Foundations in Personal Health Informatics
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Wireless Sensor Network
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Projects
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NLP text analyzer
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Coded an NLP text analyzer to compute TF-IDF scores using the MASC database
Course: Parallel Processing for Data Analytics -
ECG Analysis
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Denoised and classified ECG signals with wavelets, supervised learning, and cloud processing
Course: Biomedical Applications of Electrical Engineering -
Glucose Monitoring Review
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Literature review of noninvasive continuous glucose and alcohol monitoring via biosensing electronics
Course: Anatomy and Physiology for Engineers -
Prepaid Water Meter System
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Remote communication via SMS using GSM/GPS module interfacing with AVR micro-controller.
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Magnetic Levitation
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Electromagnetic levitation of magnetic materials into adjustable heights.
Other creatorsSee project
Honors & Awards
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Travel Grant Award
PhD Network at Northeastern University
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Dean’s Fellowship
Dept. of Electrical and Computer Engineering
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Best Poster Paper Award
13th International Conference on Pervasive Technologies Related to Assistive Environments (PETRA ’20)
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Travel Grant Award
13th International Conference on Pervasive Technologies Related to Assistive Environments (PETRA 2020).
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Travel Grant Award
PhD Network at Northeastern University
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Graduate Fellowship
Northeastern University
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Best Paper Award
International Conference on Electrical and Computer Engineering
Languages
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English
Full professional proficiency
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Bengali
Native or bilingual proficiency
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