Welcome to my personal website!

Hey there! I'm
Amir. a Student. a Learnaholic!

I am a Ph.D. student at the University of Central Florida. My research focuses on the intersection of AI and computer architecture, with an emphasis on designing and optimizing systems for AI applications, including DNNs and GNNs. I enjoy exploring how AI workloads can be efficiently mapped to hardware, ensuring high performance and scalability.

Github Linkedin
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Projects and codes implemented as my academic experiences

with Github codes provided below

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Selected Publications

  • "EGMA: Enhancing Data Reuse and Workload Balancing in Message Passing GNN Acceleration via Gram Matrix Optimization"
    DAC, 2024
    (Fangzhou Ye, Lingxiang Yin, Amir Ghazizadeh, Hao Zheng)
  • "Polyform: A Versatile Architecture for Multi-DNN Execution via Spatial and Temporal Acceleration"
    ICCD, 2023
    (Lingxiang Lin, Amir Ghazizadeh, Shilin Tian, Ahmed Louri, Hao Zheng)
  • "Aries: Accelerating Distributed Training in Chiplet-Based Systems via Flexible Interconnects"
    ICCAD, 2023
    (Lingxiang Lin, Amir Ghazizadeh, Ahmed Louri, Hao Zheng)
  • "Multi-Valued Logic Arbiter PUF Designs Based on CNTFETs"
    Computers and Electrical Engineering 102, 2022
    (Hossein Momeni, Amir Ghazizadeh, Fazel Sharifi)

Experiences

2024

Teacher Assistant

University of Central Florida

Delivered lectures, focusing on MIPS ISA and hardware design to deepen student engagement and learning

2021

Visiting Researcher

Kerman Graduate University of Technology, Kerman, Iran

Experimenting Arbiter PUF (physical unclonable function) based on Carbon nanotube field-effect transistor with MVL (multiple valued logic) design

2019

Microprocessor Lab

Course Project

Configuring SD Card Reader with STM32 Family Microcontrollers and studied deployment of Speech Recognition system on STM32 Family Microcontrollers using TensorFlow Lite

2019

Design & development of Soccer Robot

Developed embedded software using C/C++ for ARM-based microcontrollers, Implemented transmission mechanism between the computer device and robot microcontroller wirelessly, Developed image processing algorithms for ball detection using OpenCV Library

Educations

2022

PHDIN COMPUTER ENGINEERING

University of Central Florida, Orlando, Florida

2020

M.SC .IN COMPUTER ENGINEERING

Shiraz University, Shiraz, Iran

2014

B.SC .IN COMPUTER ENGINEERING

Shahid Bahonar University, Kerman, Iran

Contact:

amir.g@ucf.edu

amir.ghz1995@gmail.com

How can I help?