Resume

Basics

Name Eyad Gad
Label Researcher & Data Scientist
Email eyad.gad@outlook.com

Work

  • 2025.05 - Present
    AI Researcher
    NORDIK Institute
    • Collected, cleaned, and prepared a 10-year Twitter dataset for analysis and LLM fine-tuning
    • Developed a Financial Stress Index for Canada using BERT-based NLP models
  • 2023.09 - 2024.12
    Graduate Research & Teaching Assistant
    University of Western Ontario
    • Reviewed challenges of federated learning in IoT networks and developed a comparative cybersecurity approach
    • Proposed a deep learning training optimization reducing training time 72% with only 1.6% accuracy loss
    • TA for Computer Networks, Python, and Java courses
    • Built C++ automated testing frameworks improving grading efficiency 60% for 200+ students
  • 2022.02 - 2023.05
    Intern Researcher
    Centre for Informatics Sciences
    • Conducted research on Alzheimer’s disease detection and breast cancer ultrasound segmentation
    • Improved baseline Alzheimer’s study accuracy by 10% (published at MEDI)
    • Applied federated learning with CNN segmentation achieving 96% accuracy (published at MIUA)
  • 2021.06 - 2021.09
    Intern AI & Embedded Software Developer
    Delta Care
    • Implemented a temperature controller in C to regulate sperm sample temperature
    • Optimized interprocess communication (Python↔C, C++↔C) reducing response delay 78%
    • Applied YOLOv5 + DeepSORT for sperm motility tracking achieving 91% accuracy
    • Used Mask R-CNN for sperm morphology instance segmentation achieving 87% accuracy

Education

  • 2023.09 - 2024.12

    Ontario, Canada

    Master of Science
    University of Western Ontario
    Computer Science
    • Smart Cyber-Physical Systems
    • Theoretical Machine Learning
    • Networks Security
    • Convex Optimization
  • 2018.09 - 2023.05

    Giza, Egypt

    Bachelor of Applied Science
    Nile University
    Computer Engineering

Skills

Programming Languages
Python
C/C++
Java
SQL
Data Science & AI
Data Science
Computer Vision
Federated Learning
LLM
Backend & Cloud
Flask
Django
FastAPI
PySpark
Git
GCP
AWS
Docker
Computer Systems
Embedded Systems
IoT
IC Digital Design
Computing & Networking
Socket Programming
Parallel Computing
Threading
Multiprocessing

Projects