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  • McMaster University
  • Toronto, Canada
  • 15:20 (UTC -12:00)
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heydarimo/README.md

πŸ‘‹ Hi, my name is Mohammad Heydari

Research Assistant @ McMaster University | AI & ML Researcher | Edge Intelligence & Privacy Enthusiast

πŸ’‘ About Me
I'm a graduate researcher and teaching assistant at McMaster University, with a focus on federated learning, distributed optimization, and AI for edge computing.
Driven by solving real-world ML problems, I have hands-on experience in both academic research and industry deployment, from traffic analysis systems to privacy-preserving IIoT models.

🌍 Based in Canada
πŸ“¬ Reach me at: mohammadheydari.eduu@gmail.com
πŸ“š MSc in Computer Software Engineering (4.0 GPA)
πŸ† Multiple award recipient for academic and research excellence

πŸ”§ Skills & Tools

πŸ›  Specialties:

FL
DO
RL
CV
GANs
Edge AI
IoT
Privacy

πŸš€ Experience Highlights

  • 🧠 Graduate Research Assistant, McMaster University
    Designed FL algorithms for fairness and scalability. Developed optimization techniques for decentralized agents in edge computing.

  • πŸ‘¨β€πŸ« Teaching Assistant, McMaster University
    Supporting graduate-level courses on ML, optimization, and software engineering.

  • πŸ“Š Data Science Researcher, University of Tehran
    Researched GAN-based privacy-preserving learning for Industrial IoT systems with semi-supervised and adversarial techniques.

  • πŸš— Machine Learning Engineer, HARA AI
    Built real-time computer vision systems with sub-100ms inference latency. Enhanced NLP and speech-to-text systems for call center platforms.

  • πŸŽ₯ ML Engineer Intern, Smart Traffic Control
    Designed CNN-based vehicle tracking models and deployed full-stack ML solutions for smart cities.

πŸŽ“ Education

  • MSc in Computer Software Engineering, McMaster University
    GPA: 4.0/4.0 | Coursework: Trustworthy ML, Nonlinear Optimization, Unsupervised Learning

  • BSc in Electrical & Computer Engineering, University of Tehran
    GPA: 3.8/4.0 | Capstone: GAN-based Privacy-Aware RL in IIoT

πŸ… Honors & Awards

  • πŸ† Faculty of Engineering Graduate Excellence Scholarship (Winter 2025, 2024)
  • πŸ₯‡ Best Undergraduate Research Project (University of Tehran)
  • πŸŽ–οΈ Ranked Top 0.2% in Iran’s National University Entrance Exam

πŸ“ˆ GitHub Stats

β€œEmpowering intelligent systems through decentralized, secure, and scalable AI.”

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  1. Intelligent-Systems-Course Intelligent-Systems-Course Public

    This repository contains materials and course projects during attending the Intelligent Systems Course, for more detailed information please have a look at my Final_Report files which have been sep…

    Jupyter Notebook 2

  2. Deep-Learning-and-Neural-Networks-Course Deep-Learning-and-Neural-Networks-Course Public

    This repository contains materials and course projects during attending the Intelligent Systems Course, for more detailed information please have a look at my Final_Report files which have been sep…

    Jupyter Notebook 2

  3. DQN-vs-DDQN-LunarLander-Environment DQN-vs-DDQN-LunarLander-Environment Public

    In this Repository, we intend to implement the DQN and also the DDQN algorithm in case of training an agent to solve the Lunar-Lander problem. there are lots of exciting results after training whic…

    Jupyter Notebook 2

  4. Stock-Market-Prediction Stock-Market-Prediction Public

    in this repository we intend to predict Google and Apple Stock Prices Using Long Short-Term Memory (LSTM) Model in Python. Long Short-Term Memory (LSTM) is one type of recurrent neural network whic…

    Jupyter Notebook 3