Florida International University, Miami, FL

Aug 2018- Present
Graduate Research Assistant, Human Cyber Physical Systems lab

• Design experimental protocols for studying the neurophysiology of human movement intention, emotion, and their relationship to enhance the state-of-the-art assistive technologies.
• Collect neurophysiological, kinetic, and kinematic data including Electroencephalography, Electromyography, Inertial Measurement Unit and analyzed them using signal processing and machine learning techniques. (MATLAB, EEGLAB)
• Implement signal processing and machine algorithms to predict human intention to start, stop and accelerate while walking from pre-movement EEG in pseudo-online and offline scenarios. (MATLAB, scikit-learn)
• Analyze the effect of affective music stimulus on human motor intention prediction performance and displayed that happy music stimuli significantly enhance prediction of movement intention. (MATLAB, EEGLAB, scikit-learn)
• Design a deep learning network (MATLAB, python, keras) to recognize terrain types and predict incoming terrain transitions from videos recorded on a wearable camera (picamera-v2, raspberry pi) placed on the user’s ankle.

Florida International University, Miami, FL, USA

Aug 2018- Aug 2021
Graduate Teaching Assistant, Department of Electrical and Computer Engineering

• Prepared and supervised laboratory activities, delivered lectures, graded assignments. Courses include autonomous robotics, signal processing, microcomputers.

Dhaka Power Distribution Company Ltd., Dhaka, Bangladesh

Aug 2017- Aug 2018
Assistant Engineer

• Acted as an in-charge officer of 33/11KV feeders to ensure safe and dependable power to the consumers.
• Significantly contributed to the digitalization of office database and reduction of system loss.

Daffodil International University, Dhaka, Bangladesh

May 2016- Dec 2016
Lecturer, Department of Electrical and Electronic Engineering

• Prepared and delivered lectures and evaluated undergraduate courses.
• Contributed as a part of the curriculum revision board to meet accreditation standards.

Bangladesh University of Engineering and Technology, Dhaka, Bangladesh

Apr 2016- Jan 2019
Student Researcher

• Performed statistical modeling, wavelet analysis and empirical mode decomposition of multichannel EEG data to recognize human emotion.
• Designed an SVM based supervised classification algorithm using model parameters as features which resulted in an increased accuracy by approximately 5% from state-of-the-art methods.