• PhD, Electrical and Computer Engineering, Clarkson University (Expected Graduation: 2025)
  Thesis: Toward Improved and Trustworthy Security and Authentication with Robust Intruder Detection and Explainable Deep Learning
  Advisor: Faraz Hussain
• MS, Electrical and Computer Engineering, Southern Illinois University Carbondale (Graduation: July 2021)
  Thesis: The Development of Neural Network Architectures for Image Classification to Prevent Sudden Infant Death in Smart Buildings
  Advisor: Chao Lu
• BS, Electrical and Electronic Engineering, Islamic University of Technology (Graduation: Nov 2016)
  Thesis: Categorizing M2M Devices for Efficient Random Access in LTE

Deep Learning, Computer Vision, Biometrics, Explainable AI, Keystroke Dynamics

• Explainable Face Presentation Attack Detection via Ensemble-CAM.
  (Submitted to ICMLA 2025, under review)
• Explainable Face Recognition via Improved Localization.
  Electronics, 2025, 14(14), 2745.
  https://doi.org/10.3390/electronics14142745
• Keystroke Dynamics: Concepts, Techniques, and Applications.
  ACM Computing Surveys, Volume 57, Issue 11, Article 283, Pages 1–35.
  https://doi.org/10.1145/3733103
• A Novel Keystroke Dataset for Preventing Advanced Persistent Threats.
  ICPRAM, pp. 894–901, 2024.
  https://doi.org/10.5220/0012558000003654
• The Utility of Feature Reuse: Transfer Learning in Data-Starved Regimes.
  2023 International Conference on Computational Science and Computational Intelligence (CSCI), Las Vegas, NV, USA, 2023, pp. 37–42.
  https://doi.org/10.1109/CSCI62032.2023.00013
• The Development of Neural Network Architectures for Image Classification to Prevent Sudden Infant Death in Smart Buildings.
  Master’s Thesis, Southern Illinois University at Carbondale, 2021.

• Anomaly Detection
  Hardware information-based anomaly detection to prevent cyber-attacks using Autoencoder.
• Single Sign-On (SSO)
  Single Sign-On (SSO) of multiple apps using Auth0.
• Parallel Programming in C
  Converted serial code to parallel implementations in C using MPI, OpenMP, and Pthread, improving performance and efficiency.
• Analog Circuit Simulation & Design
  Performed gain estimation, DC analysis, AC analysis, transient analysis, and full analog circuit design using Cadence Virtuoso.
• Digital Logic Design
  Designed schematics and layouts for various logic gates (AND, OR, NAND, NOR, etc.) using Cadence Virtuoso.
• Mixed-Signal Simulation
  Conducted mixed-signal simulation using Cadence Virtuoso.

• Fall 2023 - Present : Research Assistant, Clarkson University
• Fall 2021 & Fall 2022 : Teaching Assistant, EE 262: Introduction to Object-Oriented Programming and Software Design, Clarkson University
• Spring 2022 & Spring 2023 : Teaching Assistant, ES 250: Electrical Science, Clarkson University
• Fall 2019 - Summer 2021 : Graduate Assistant, Southern Illinois University Carbondale
• 2017-2019 : Lecturer, CSE Department, Uttara University, Dhaka, Bangladesh, Courses: Electrical Circuits, Basic Electronics, Microprocessor and Assembly Language