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magnumical/README.md

Hi there! I'm Reza 👋

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👨‍💻 About Me

I'm an AI/ML Engineer and Full-Stack Developer with a passion for human-computer interaction and the development of impactful, user-friendly AI-driven solutions. Currently, I am working as a Lead Machine Learning Engineer at CIUSSS West-Central Montreal, where I collaborate with clinicians to integrate AI tools into clinical workflows. My work is in the field of applied ML/AI with the ultimate goal of creating tools for healthcare applications.

I also have experience working with smart devices and voice interfaces as part of Huawei's Human-Computer Interaction (HCI) Lab, as well as AI-powered virtual companions for patients. My projects focus on leveraging advanced AI techniques to improve user experience, precision medicine, and more.

🔥 Hot Projects

  • Visionary (by MAgnumical): A groundbreaking AI platform offering cutting-edge tools for creativity, productivity, and innovation. Whether you’re generating images, videos, conversations, or music, Visionary empowers you with the full potential of AI.

  • AI-Powered Companion: Dive into a conversational AI experience like never before. Through Chit Chat Charm, I combine voice, visuals, and deep learning to bring interactive, context-aware conversations to life.

🛠️ Skills & Tools

Programming Languages

Python JavaScript TypeScript SQL LaTeX

Frameworks & Libraries

TensorFlow PyTorch Scikit-Learn Hugging Face OpenAI FastAPI Flask Django React TailwindCSS Unity

DevOps & Cloud

Docker Kubernetes AWS Google Cloud GCP Vertex AI SageMaker GitLab CI GitHub Actions Google Cloud Build

Version Control & Collaboration

GitHub GitLab JIRA Plastic SCM DVC MLflow Weights & Biases Kubeflow

Data Science & ML Tools

Pandas NumPy Matplotlib Seaborn NLTK CuML Hugging Face Transformers MLflow

Other Tools

Visual Studio Code MS Word MS PowerPoint Unity Arduino SPSS HTML5 CSS3

🚀 My Previous Experiences:

  1. CIUSSS West-Central Montreal (2021 - Present)
    Lead ML Engineer

    • Developed AI solutions for precision medicine.
    • Built automated machine learning pipelines and improved deployment efficiency by 30%.
    • Created federated learning solutions for multimodal datasets.
  2. Huawei Technologies Canada (2023)
    HCI Research Engineer

    • Worked on NLP for smart devices and enhanced UX for HarmonyOS.
    • Designed AI-driven features to improve interaction with smart home devices.
  3. Université du Québec en Outaouais (2023)
    AI Specialist

    • Developed an AI-powered virtual companion for patients, integrating RAG techniques for contextual responses.

🌐 Connect with Me:

Website
LinkedIn
YouTube
Twitter

Visitors

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  1. GCN_for_EEG GCN_for_EEG Public

    Graph Convolutional Networks for 4-class EEG Classification

    Python 75 20

  2. talkWithAI talkWithAI Public

    Voice-interface with AI

  3. simpleGNN simpleGNN Public

    I applied Graph Neural Network (GNN) on self-made dataset

    Jupyter Notebook 6 1

  4. Online_Automatic_COVID_19_Diagnosing_system Online_Automatic_COVID_19_Diagnosing_system Public

    Machine Learning approach to diagnose COVID-19 via X-Ray images

    CSS 3 3

  5. EDF_READER_PYTHON_GUI EDF_READER_PYTHON_GUI Public

    Simple GUI to load EDF file ( FOR EEG experiments), It illustrates RAW CHANNEL_ BAND PASSED CHANNEL and FFT of CHANNEL

    Python 3 1

  6. CSP_on_EEG CSP_on_EEG Public

    Common Spatial Pattern (CSP) on Motor Imagery EEG signals

    MATLAB 6