Maciej Rosoł
Senior Machine Learning Engineer at OASIS Diagnostics SA
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 (17)
lstm-neural-networks10
heart-rate10
python10
signal-processing10
recurrent-neural-networks10
signal10
eda10
prediction10
entropy10
causality9
forecasting9
forecast9
time-series8
keras6
lstm6
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
pythoncausality-analysisgranger-causalitynonlinear-modelscausality
mrosol/NeuroKit
Dec 2024 - Sep 2025
NeuroKit2: The Python Toolbox for Neurophysiological Signal Processing
Contributions:6 pushes in 8 months
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