Hi, I'm Michal!

I build Machine Learning products. I'm currently an MLOps Lead at a Stealth Stage startup out of Versant Ventures. Previously, I led the Machine Learning arm of Semantic Health for 3 years after I joined as the first employee. I also

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.
Agriculture - Everyone who has worked with me / is friends with me has seen my obsession with agriculture (permaculture, AI in AG, regenerative farming) grow over the past couple of years. It's just another natural extension of my passion for food.
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 experience with every major ML framework / area.

Code

Most of my work is in Python, R, and SQL, but I'm 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