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followers: 23.0 following: 2.0 repos: 33.0 gists: 1.0

Name: Mason Kadem

Type: User

Company: Ro

Bio: AI Entrepreneur/Engineer/Researcher, Head of AI/Datascience, Professor of CS and digital health, Author of 'Pearls and Perils of Machine Learning'

Twitter: masonkadem

Location: Dundas, Ontario

Blog: masonkadem.github.io

Hi, I'm Mason 👋 https://linktr.ee/masonkadem

Professional Journey:

🔭 I’m currently building infrastructure for large-scale health research online as the CEO and CTO of Ro (researchonline.ca).
🧠 I'm the Head of AI and Datascience at McMaster's Translational Vascular AI (vascularai.ca)
🎓 I'm a college Professor of computer science
🚀 I'm an independent researcher with interests that straddle applied AI, spaceflight, cognition and medicine
📚 I’ve taught ML/AI, statistics, physiology, biomedical commercialization, intellectual property law, leadership, computer science, programming, cyber/information security, and design projects in engineering to 1000s of students at multiple universities and colleges.
🤝 I'm always happy to collaborate with government, industry and academia.
I'm the Author of 'Pearls and Perils of Machine Learning' (used in multiple academic courses) and 'Outthink: The Engineering and Neuroscience of Cognition'

📧 I'm easily reached via email.

Academic Journey:

I hold a Master of Applied Science in Biomedical Engineering (Interpretable Machine Learning, Clinical Decision Support; Faculty of Engineering, McMaster University) and a Master of Science in Neuroscience (Cognitive Effort, Attention; Schulich School of Medicine and Dentistry, Western University). I also earned an Honours Bachelor of Science in Psychology (Human-Computer Interaction, Executive Functions; Brain and Mind Institute, Western University). Beyond my degrees, I have certification in high performance computing (Compute Ontario), university teaching (Western University, and machine learning theory (University of Oxford).

Mason Kadem's Projects

changemanagement

cloud-pipelines

Github Action integration in AWS, Azure, and google cloud.

cyber_labs

data-engineering-zoomcamp

Free Data Engineering course!

decision-tree-from-scratch

Decision Tree Algorithm written in Python with NumPy and Pandas

deep-learning-on-the-m1-pro

deep-learning-project-template

Pytorch Lightning code guideline for conferences

deeplearning-models

A collection of various deep learning architectures, models, and tips

deeplearning_transferlearning_matlab

devops-roadmap

DevOps Roadmap for 2023. with learning resources

ecgml

various feature selection/engineering methods to classify ECG data. KNN model.

interpretable-medical-machine-learning

This project highlight responsible AI-human collaboration and identified accessible clinical features, together with clinically operable decision route, to accurately and rapidly predict patients at the highest risk of developing Alzheimer's disease.

llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

machine-learning-interview-enlightener

This repo is meant to serve as a guide for Machine Learning/AI technical interviews.

masonkadem

masonkadem.github.io

mathfunctions

Applied mathematical functions in python for machine learning

miasm

Reverse engineering framework in Python

mri_analysis

This repository contains a Python-based DTI (Diffusion Tensor Imaging) processing pipeline that processes DICOM data, corrects for motion and distortions using FSL, fits a tensor model, and generates Fractional Anisotropy (FA), Mean Diffusivity (MD), Radial Diffusivity (RD), and Axial Diffusivity (AD) maps.

masonkadem Goto Github PK

Hi, I'm Mason 👋 https://linktr.ee/masonkadem

Mason Kadem's Projects

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