Angela Borrelli
@angelaborrelli
Biomedical engineer at the University of Naples Federico II who developed radar signal algorithms to extract respiration and heart rate.
ItalyWhat I'm looking for
At the University of Naples Federico II, I acquired and processed inertial sensor data from an instrumented tennis racket to classify shot types. I designed signal-processing pipelines and trained and evaluated machine-learning algorithms for shot recognition.
At IETR, University of Rennes, I designed and fabricated flexible silicone–carbon phantoms to mimic human skin at millimeter-wave frequencies. I developed MATLAB algorithms to extract respiration and heart rate from reflected radar signals, and contributed to experimental validation of a vital signs monitoring system.
Experience
Work history, roles, and key accomplishments
Research Fellow
University of Naples Federico II
Nov 2025 - Jul 2026 (8 months)
Acquired and processed inertial sensor data from an instrumented tennis racket for classification of tennis shot types. Designed signal processing pipelines including preprocessing, feature extraction, and classification, and trained machine learning algorithms for shot recognition.
Research Fellow
University of Naples Federico II
Nov 2025 - Jul 2026 (8 months)
Acquired and processed inertial sensor data from an instrumented tennis racket for classification of tennis shot types. Designed signal processing pipelines including preprocessing, feature extraction, and classification, and trained machine learning algorithms for shot recognition.
Research Intern
IETR, University of Rennes
Jan 2025 - Jun 2025 (5 months)
Designed and fabricated flexible silicone-carbon phantoms and characterized their electromagnetic properties to mimic human skin at millimeter-wave frequencies. Developed MATLAB algorithms to process radar signals and extract respiration and heart rate for a vital signs monitoring system.
Research Intern
IETR, University of Rennes
Jan 2025 - Jun 2025 (5 months)
Designed and fabricated flexible silicone-carbon phantoms and characterized their electromagnetic properties to mimic human skin at millimeter-wave frequencies. Developed MATLAB algorithms to process radar signals and extract respiration and heart rate.
Erasmus+ Project Participant
Erasmus+ Project in Ghent
Jan 2026 - Present (10 months)
Participated in an Erasmus+ mobility focused on reusing, recycling practices, and digital transformation.
Erasmus+ Project Participant
Erasmus+ Project in Pompeii
Jan 2017 - Present (9 years 10 months)
Participated in a European project on microcontrollers developing activities.
Education
Degrees, certifications, and relevant coursework
University of Naples Federico II
Master's Degree, Biomedical Engineering
Grade: 110/110
Master's Degree in Biomedical Engineering with specialization in Medical Devices, score 110/110. Thesis on millimeter-wave radar for vital signs monitoring.
University of Naples Federico II
Master's Degree, Biomedical Engineering
Grade: 110/110
Master's Degree in Biomedical Engineering with specialization in Medical Devices, score 110/110. Thesis on millimeter-wave radar for vital signs monitoring.
University of Naples Federico II
Bachelor's Degree, Biomedical Engineering
Bachelor's Degree in Biomedical Engineering. Thesis on pulsed electromagnetic fields in cancer therapy.
University of Naples Federico II
Bachelor's Degree, Biomedical Engineering
Bachelor's Degree in Biomedical Engineering. Thesis on pulsed electromagnetic fields in cancer therapy.
Tech stack
Software and tools used professionally
Availability
Location
ItalyAuthorized to work in
Salary expectations
Social media
Job categories
Skills
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