Maciej Rosoł
Senior Machine Learning Engineer at 7N
Warsaw, Masovian Voivodeship, Poland
Summary
👤
Senior🎓
Top SchoolMaciej Rosoł is a Senior Machine Learning Engineer with eight years of experience building production-grade ML and data science solutions for healthcare and diagnostics. He combines a strong academic background in electronics and biomedical engineering (MSc, ongoing PhD) with hands-on delivery of CE-certified diagnostic models, time-series forecasting, anomaly detection, and LLM-driven reporting pipelines. At 7N he led end-to-end projects for a Swiss healthcare multinational, migrating models across platforms and embedding CI/CD, Docker, Snowflake and AWS into robust pipelines. Notably, he has translated clinical-trial ML research into regulated medical device software and helped navigate MDR/FDA certification processes. He also mentors and teaches data science bootcamps, bringing both product ownership and practical training experience to cross-functional teams.
8 years of coding experience
2 years of employment as a software developer
Warsaw University of Technology
Stackoverflow
11reputation
3kreached
0answers
1question
Github Skills (22)
lstm-neural-networks10
heart-rate10
signal-processing10
recurrent-neural-networks10
signal10
connectivity10
prediction10
entropy10
computational-neuroscience9
toolbox9
eda9
python9
electrophysiology9
causality9
neuroscience9
Programming languages (1)
Github contributions (5)
mrosol/Nonlincausality
Sep 2020 - Mar 2022
Python package for Granger causality test with nonlinear forecasting methods.
Contributions:36 commits, 2 PRs, 37 pushes in 1 year 6 months
causalitycausality-analysiscausality-testforecastinggranger-causality
mrosol/Cardiac_Healthy_Sport_classification
Feb 2024 - May 2024
Contributions:1 push, 1 branch in 2 months
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.