Federica Comuni
Lead Data Engineer
Greater Malmö Metropolitan Area Sweden
Summary
👤
Senior🎓
Top SchoolFederica Comuni is a Lead Data Engineer with eight years of experience building data-driven solutions across automotive and defense industries, currently based in the Greater Malmö area and on maternity leave. She combines hands-on data engineering and data science expertise from roles at Saab, Combitech and Volvo Cars, where her master's and thesis work applied deep learning and active learning to model aggressive driving in EVs. Federica's background includes applied research into NLP for early Alzheimer's detection and practical Edge AI projects, reflecting a blend of academic rigor and production focus. Known for a continuous-learning mindset, she mentors teams and drives robust ML pipelines that bridge research prototypes to scalable deployments.
8 years of coding experience
Bachelor of Science - BS, Software Development, Bachelor of Science - BS, Software Development at Högskolan KristianstadMaster of Science - MS, Applied Data Science, Master of Science - MS, Applied Data Science at University of Gothenburg
Github Skills (40)
bayesian-network10
corpus9
lstm9
bayesian9
nlp8
keyword6
locate5
stlink5
location5
tower4
wikipedia4
user-tracking4
aircrack-ng4
beacon4
cortex4
Programming languages (6)
Github contributions (5)
eera-l/Geras
Feb 2019 - May 2021
Accuracy comparison of a Bayesian Network and an LSTM in detecting Alzheimer's symptoms on the Pitt Corpus: https://dementia.talkbank.org/access/English/Pitt.html
Contributions:160 commits, 7 PRs, 81 pushes in 2 years 3 months
nlpsymptomsbayesian-networkdetecting-alzheimer-symptomslstm
eera-l/Covid19-Sweden-Overview
Mar 2020 - Aug 2021
Comparison of Covid19 cases in Sweden and Italy and Sweden and other nordic countries
Contributions:2 PRs, 203 pushes, 2 branches in 1 year 4 months
casescomparisonnordicmachine-learningsweden
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