Michal Grzadkowski
Senior Research Software Engineer at Princeton University
New York, New York, United States
Summary
👤
Senior🎓
Top SchoolMichal Grzadkowski is a Senior Research Software Engineer in New York with about a decade of experience applying machine learning to decipher how mutations drive cancer. He develops and interprets mutation classification models trained on large gene expression datasets to illuminate tumor development pathways and guide individualized treatment decisions. At Princeton he builds research-grade software informed by prior roles at OHSU and MIT, blending rigorous computational methods with domain knowledge from biology and cryo-EM. Michal is also a contributor to cryoDRGN, linking expertise in 3D reconstruction of cryo-EM particles with his work on model interpretability. He combines a strong mathematical foundation from Waterloo with advanced computer science training from MIT to translate complex research questions into reproducible, usable tools. Notably, his focus is as much on explaining model decisions as on model performance, helping bridge the gap between predictions and biological mechanisms.
10 years of coding experience
8 years of employment as a software developer
Master's degree, Computer Science, Master's degree, Computer Science at Massachusetts Institute of TechnologyBachelor's degree, Mathematics, Bachelor's degree, Mathematics at University of Waterloo
Github Skills (7)
neural-network8
python4
etl1
graph1
continuous-delivery1
docker1
modeling1
Programming languages (4)
Github contributions (5)
michal-g/Notebooks-to-Packages
Jan 2023 - Jan 2023
Contributions:34 commits, 13 pushes, 1 branch in 14 days
PrincetonUniversity/Vatic
Nov 2022 - Jul 2023
Vatic is a Python package for running simulations of a power grid using the PJM framework.
Contributions:6 releases, 1 PR, 61 pushes in 8 months
python
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.