Hi, I'm Michal!

I'm a Machine Learning Scientist/Engineer. I spent the last 3 years at Semantic Health where I was the first employee and led the Machine Learning arm of the company. Before that I worked at Deloitte and Intact Financial in insurance analytics.

Core Interests

Education - Through the incredibly hard work of my parents I was awarded the best possible education. I want everyone else to have the same opportunities I did. Whenever I have the bandwidth I share my knowledge by teaching Machine Learning / Statistics at my alma matter - University of Toronto. Other (more public) efforts are a WIP.
Healthcare - My interest in applying Machine Learning to healthcare was sparked early on in university days, but it really grew thanks to Prof. Marzyeh Ghassemi , who taught the ML4Health course at UofT and who made it possible for us to collaborate with the team at St.Michaels hospital in Toronto working on documents related to Multiple Sclerosis
Food - I love to cook, photograph, share, and review food across various cuisines and explore restaurants wherever I go. I especially enjoy showing people the cuisine of my home country - Poland.
Photography - The most recent one of my hobbies, just getting started but this has been a natural progression from taking food photos

ML

I focus on Natural Language Processing (NLP) using Transformers and more traditional methods, but I have worked with every major ML framework / area.

Code

Most of my work has been in Python, R, and SQL, but I'm also familiar with Javascript / Typescript

Tools

Git, Docker, k8s, MLFlow, Seldon, AWS, Azure, and many more

Libraries

PyTorch, Transformers, SpaCy, XGboost, LGBM, pandas, sklearn, tidyverse, and many more

Michal Malyska Applied Machine Learning

Hi, I'm Michal!

Core Interests

ML

Code

Tools

Libraries