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omeramin-ai/README.md

Hi, I'm Omer Amin πŸ‘‹

I am an M.S. Computer Science student specializing in Artificial Intelligence at the University of Electronic Science and Technology of China, with a Bachelor's degree in Electrical Engineering from NUST.

My interests span both intelligent software and electrical engineering, including artificial intelligence, digital systems, FPGA design, embedded systems, sensors, microcontrollers, computer vision, robotics, and hardware-software integration.

πŸ”¬ Research and Engineering Interests

Artificial Intelligence

  • Large Language Models and Responsible AI
  • Vision-Language and Multimodal Models
  • Model Evaluation, Bias, Fairness, and Robustness
  • Computer Vision and Intelligent Document Processing
  • Generative Models and Humanoid Motion Generation

Electrical and Computer Engineering

  • Digital Logic and Computer Architecture
  • FPGA and RTL Design
  • Functional Verification using SystemVerilog and UVM
  • Embedded Systems and Real-Time Operating Systems
  • Microcontrollers and Sensor Interfacing
  • Instrumentation and Data Acquisition
  • Communication and Control Systems
  • Intelligent Hardware and Edge AI

πŸ“š Current Research

  • Sora as an AGI World Model?
    Surveying text-to-video generation models and their potential role as world models for intelligent agents.

  • Bias in LLM-Based Research Evaluation
    Investigating whether perceived author identity and institutional affiliation influence LLM-generated evaluations.

  • Modality Gap Evaluation in Vision-Language Models
    Studying caption sensitivity, robustness, and modality bias in multimodal misinformation detection.

πŸš€ Engineering Project Portfolio

My undergraduate project portfolio includes work in AI/ML, computer vision, robotics, embedded systems, FPGA verification, digital logic, control systems, sensors, instrumentation, and communication systems.

View My Engineering Projects

πŸ“Œ Featured Projects

Artificial Intelligence and Robotics

Embedded Systems and Digital Hardware

πŸ› οΈ Technical Skills

Programming and Hardware Description:
Python, C/C++, MATLAB, Verilog, SystemVerilog

Artificial Intelligence:
Machine Learning, Large Language Models, Generative AI, Computer Vision, Vision-Language Models, Multimodal AI, Responsible AI, Model Evaluation

AI Frameworks and Libraries:
PyTorch, Hugging Face Transformers, OpenCV, YOLOv8, DeepSORT, EasyOCR, NumPy, Matplotlib

FPGA and Digital Design:
RTL Design, UVM, Functional Verification, Constrained-Random Testing, Scoreboards, Functional Coverage, Digital Logic, Computer Architecture

Embedded Systems:
ESP32, FreeRTOS, ATmega16A, Arduino, STM32, ADC, PWM, Timers, Interrupts, UART, I2C, Bluetooth

Sensors and Instrumentation:
Temperature, Gas, Light, Motion, Distance, Touch, and Pulse Sensors; Data Acquisition, Filtering, Calibration, and Real-Time Monitoring

Control and Electronics:
PID Control, MATLAB/Simulink, Proteus, Analog and Digital Circuits, AM Modulation, Superheterodyne Receivers

Tools and Platforms:
MATLAB, Simulink, Proteus, Quartus, PSpice, Google Colab, VS Code, TeraTerm, MIT App Inventor

πŸŽ“ Education

M.S. Computer Science β€” Artificial Intelligence

University of Electronic Science and Technology of China
2025–2027

B.E. Electrical Engineering

National University of Sciences and Technology
2021–2025

🌐 Connect With Me

Popular repositories Loading

  1. engineering-projects engineering-projects Public

    A curated portfolio of my Electrical Engineering projects at NUST, covering AI/ML, computer vision, robotics, embedded systems, FPGA/RTL verification, control systems, and electronics, with reports…

  2. omeramin-ai omeramin-ai Public