Experience & Skills

• Graduate Research Associate / Graduate Research Assistant (Fall 2023–Present)

Institution: University of Arizona, Tucson, USA

Department: Electrical and Computer Engineering

Laboratory: Power-Efficient, Resilient, Intelligent, and Secure Microsystems (PRISM) Lab

Advisor: Dr. Soheil Salehi

• Investigate process variation, aging, and radiation effects in spintronic MRAM-based in-memory computing. Developed Dyn-A-Map for post-training weight mapping and ARMOR-IMC for power side-channel analysis and mitigation.

• Currently developing an LLM-assisted framework for fault-aware mapping in MRAM-based analog computing, combining adaptive mapping regions, deterministic verification, and simulation-based evaluation.

• Developed methods for FPGA workload classification from power traces and contributed to electromagnetic AES-128 key recovery from industrial controllers and synaptic-weight leakage analysis in spiking neural networks.

• Contributed to automated secure IC design and GPT-assisted logic obfuscation, including functional verification, SAT-attack evaluation, and power–area analysis.

• Contributed to Monte Carlo reliability analysis of ferroelectric-memory readout, examining device variability, read disturbances, potential voltage fault-injection attacks, and proposed mitigations.

• Contributed to LLM-assisted hardware-design workflows through AI-HDL, including Verilog generation, verification, and design-tool feedback. Supported hardware vulnerability analysis and mitigation recommendations.

• Graduate Teaching Assistant (Fall 2025–Spring 2026)

Institution: University of Arizona, Tucson, USA

Department: Electrical and Computer Engineering

Supported instruction and student learning in the following courses:

• ECE 407/507: Digital VLSI Systems Design — Spring 2026.

• ECE 413/513: Web Development and the Internet of Things — Fall 2025.

• Lab Instructor (Summer 2022- Spring 2023)

Institution:  North South University, Dhaka, Bangladesh

Department: Electrical & Computer Engineering

Responsible for conducting Lab classes of different EEE courses. Such as:

• EEE141 & 241 Lab- Electrical Circuits (DC & AC) 

• EEE111 Lab- Analog Electronics

• EEE221 Lab-Signals and Systems

• EEE342 Lab- Control Engineering

• EEE363 Lab- Electrical Machines

• Part-Time Lecturer (Fall 2022- Present)

Institution:  Presidency University, Dhaka, Bangladesh

Department: Electrical & Computer Engineering

Courses Taken:

• Electrical Circuits II

• Engineering Drawing

• Lab Officer (Fall 2019- Spring 2022)

Institution:  North South University, Dhaka, Bangladesh

Department: Electrical & Computer Engineering

Responsible for conducting Lab classes of different EEE courses. Such as:

• EEE141 & 241 Lab- Electrical Circuits (DC & AC) 

• EEE111 Lab- Analog Electronics

• Research Assistant (January 2020-December 2020)

Institution:  North South University, Dhaka, Bangladesh

Department: Department of Mathematics and Physics

The main purpose is to develop a reduced-order model for LTI periodic control system, which exhibits the same characteristics as the original system and also minimizes the calculation cost and time. 

• Teaching Assistant (January 2018-May 2019)

Institution:  North South University, Dhaka, Bangladesh

Department: Department of Mathematics and Physics

Responsible for assisting students in their course-related problems during office hours and assisting the faculty members in checking scripts.  

• Extra-Curricular Activities 

Team Leader, Logistics and Support 

ACM Student Chapter, North South University

Designed and created plans for conducting different workshops and competitions of Robotics and Programming. Also, Responsible for giving logistics support in the events and organising different types of workshops. 

Research Mentoring

• Nicholas Roman: Mentoring experimental evaluation of magnetic-field-induced faults in Everspin MRAM, including test development and memory-integrity analysis.

• Harper Emerson Gibbs: Mentored power-based FPGA workload classification and electromagnetic key recovery from industrial controllers, including trace acquisition and leakage analysis.

• Afsah Sharaf Khan: Guiding research on security and reliability threats in MRAM/RRAM computing and an agentic AI pipeline for hardware design.

• Sadman Shahil: Mentoring a survey of security threats and assurance evidence across the printed circuit board assembly lifecycle.

• William Rains, Undergraduate Alumnus: Guided his AI-HDL competition project and coached his support of participants through technical guidance and online office hours.

Leadership and Professional Service

• Treasurer, ECE Graduate Student Association, University of Arizona, 2025–2026.

• Mentor, AI Hardware Design League (AI-HDL), 2025 and 2026.

• Panelist, Semiconductor Thriving Futures Panel, University of Arizona Center for Semiconductor Manufacturing and Boys & Girls Clubs of Tucson; discussed STEM education and career pathways with local youth at the Frank & Edith Moore Clubhouse.

• Attended the IEEE VLSI Test Symposium (VTS) as a Volunteer, 2026.

• Travel Grant Reviewer, Graduate and Professional Student Council (GPSC), University of Arizona, 2025.

• Coordinator, Lab Instructor Coordination Team, North South University, 2020–2023; coordinated laboratory support and workshops.

• Executive Member, IEEE Student Branch, North South University.

• Logistics Support Lead, Technovation Logistics Support & Operation Team, North South University.

Journal Reviewing

• Springer Nature Cluster Computing — 2026.

• IEEE Transactions on Circuits and Systems I: Regular Papers — 2025.

• IEEE Internet of Things Journal — 2025.

• IEEE Transactions on Dependable and Secure Computing — 2025.

Conference Reviewing

• IEEE Global Engineering Education Conference — EDUCON 2026.

• International Conference on Artificial Intelligence, Computer, Data Sciences and Applications — IEEE ACDSA 2026.

• IEEE Symposium on Wireless Technology & Applications — IEEE ISWTA 2025.

• IEEE International Conference on Agrosystem Engineering, Technology & Applications — IEEE AGRETA 2025.

• IEEE International Conference on System Engineering & Technology — IEEE ICSET 2025.

• IEEE Conference on Systems, Process & Control — IEEE ICSPC 2025.

Selected Funding Proposal Development

National Science Foundation CAREER Proposal: Contributed to preparing a proposal on reliable and secure compute-in-memory architectures for edge AI in extreme environments, using voltage-gated spin-orbit torque MRAM and hardware–algorithm co-design.

Research Study Participation

Selected participant in the Virtual Reality Military Operational Neuropsychological Assessment (VRMONA) study at the Social, Cognitive, and Affective Neuroscience (SCAN) Lab, University of Arizona, participating in neurocognitive assessments and virtual reality tasks.

Training and Professional Development

• Developing Teaching and Research Statements — Faculty Job Application Series, University of Arizona, 2026.

• Preparing for the Academic Job Interview — Faculty Job Application Series, University of Arizona, 2026.

• AI SPARK Workshop: Opening the Black Box—Unlocking the Mystery of Large Language Models — University of Arizona, 2026.

• Plotting and Programming in Python — Software Carpentry workshop, University of Arizona, 2026.

• Interview Skill Development — Effective Communication, Career Development, and Employability Skills workshops, 2019.

Professional Affiliations

• Member, ACM Special Interest Group on Design Automation (SIGDA), 2026–Present.

• Professional Member, Association for Computing Machinery (ACM), 2025–2026.

• Member, ECE Graduate Student Club, University of Arizona.

Technical Skills

• Hardware security and vulnerability analysis.

• Power and electromagnetic side-channel analysis.

• Security evaluation of embedded systems and industrial PLCs.

• Spintronic MRAM and ferroelectric-memory reliability analysis.

• Fault-aware post-training mapping for analog in-memory computing.

• Secure IC design, logic obfuscation, and hardware IP protection.

• LLM-assisted Verilog generation, verification, and design automation.

• MRAM device evaluation and magnetic-fault testing.

Scientific Software, Tools, and Research Hardware

Modeling and Simulation: MATLAB, IMAC-Sim.

VLSI/IC Design and Simulation: Cadence Virtuoso, HSPICE, Xilinx Vivado, Magic VLSI.

Circuit Simulation: PSpice, Multisim, LTspice, Logisim.

Side-Channel Analysis: ChipWhisperer.

Programming Languages: Python, Verilog HDL, C.

Research Hardware: Arduino Opta industrial PLC; Everspin EM064LX PMOD, MR25H00-EVAL, and MR10Q010-EVAL boards.

CAD, PCB, and 3D Printing: SolidWorks, Fusion 360, Voltera V-One PCB Printer, Bambu Lab X1 Carbon.

Platforms: Linux, Windows.

Technical Writing: LaTeX, Overleaf.

Languages: English, Bangla.