Hi, I'm Michal!

I build Machine Learning products with a focus on MLOps and biotech/healthcare. I'm currently an MLOps Lead at Fable Therapeutics, a Versant Ventures-backed biotech / drug design startup. Previously, I led the Machine Learning arm of Semantic Health, joining as a first employee and staying through acquisition.

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 mater, the University of Toronto.
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. Michael's Hospital in Toronto working on documents related to Multiple Sclerosis.
BioTech / Proteins - A brand new addition to the bunch - sparked by my current role at Fable, trying to soak up all the possible bio / funky ML on proteins knowledge.
Food - I love to cook, photograph, share, and review food across various cuisines and explore restaurants wherever I go. I run a small (8 people) "food group" in Toronto.
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 non-work hobbies, just getting started but this has been a natural progression from taking food photos.

Code

Most of my work is in Python, but I'm familiar with JavaScript / TypeScript and the "obvious" (SQL, R).

Tools

Git, Docker, Kubernetes, MLflow, Seldon, AWS, Azure, and many more.

Libraries

PyTorch, Transformers, spaCy, XGBoost, LightGBM, pandas, scikit-learn, tidyverse, and many more.

Michal Malyska Applied Machine Learning

Hi, I'm Michal!

Core Interests

Code

Tools

Libraries