Ana Carmo
Data And ML Engineer
Germany
Summary
👤
Senior🎓
Top SchoolAna Carmo is a Data and ML Engineer with eight years of experience at the nexus of biomedical research and clinical translation, currently building production ML systems at OneTwenty AG. With a PhD-focused background in biomedical engineering, she has shipped clinically deployed research tools, led GDPR-compliant multi-hospital data collection, and developed wearable sensor hardware that supports multiple ongoing studies. Her work blends time-series and multimodal biosignal processing with practical ML (logistic regression, LSTM, PyTorch) and rigorous statistical validation, exemplified by an open-source seizure forecasting framework published to PyPI. A seasoned communicator, she has given 15+ invited talks and won a 3MT award, reflecting an ability to turn technical innovation into cross-institutional impact. Less obvious: she pairs hands-on device prototyping and data infrastructure engineering with a knack for turning academic methods into user-facing, clinically useful tools.
8 years of coding experience
5 years of employment as a software developer
Erasmus Program , Engenharia Biomédica/Médica, Erasmus Program , Engenharia Biomédica/Médica at KU LeuvenMestrado em Engenharia, Engenharia Biomédica/Médica, Mestrado em Engenharia, Engenharia Biomédica/Médica at Instituto Superior Técnico
English, Portuguese, German
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (11)
feature-extraction10
dtw10
digital-signal-processing10
eda9
signal-processing9
bioinformatics9
pitch9
python8
convolution7
api5
data-science2
Programming languages (8)
Github contributions (5)
anascacais/research_network
Dec 2021 - Aug 2024
Contributions:2 PRs, 9 pushes, 3 branches in 2 years 8 months
PIA-Group/epibox
Jul 2021 - Jul 2022
Contributions:8 releases, 93 commits, 6 PRs in 1 year
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