Skip to content
View magnumical's full-sized avatar
🪁
Focusing
🪁
Focusing

Highlights

  • Pro

Organizations

@IRC-Innovative-Rehabilitation-Center

Block or report magnumical

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Please don't include any personal information such as legal names or email addresses. Maximum 100 characters, markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
magnumical/README.md

Hi there! I'm Reza 👋

Website Twitter Follow

👨‍💻 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

Pinned Loading

  1. GCN_for_EEG GCN_for_EEG Public

    Graph Convolutional Networks for 4-class EEG Classification

    Python 74 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