CV

Academic Background

• Ph.D. in Computer Science and Technology, Universidad Carlos III de Madrid, Dec. 2022
• M.Sc. in Cibersecurity, Universidad Carlos III de Madrid, 2020
• B.Sc. in Telematics Engineering, Universitat de les Illes Balears, 2019

Professional History

• PhD Candidate: Sept 2020 - present
  • PhD Candidate in Computer Science and Technology in UC3M
  • Cybersecurity Solutions using Cardiac Signals
  • Deep Learning applied to Biometrics
  • Computer Vision and signal processing
  • Supervised by Pedro Peris-López and Carmen Cámara
• Research Assistant: October 2019 - present
  • COSEC Laboratory
  • Computer Science Department in UC3M
  • CYNAMON-CM Project
  • Biometric identification using ECG via Deep Learning

Publications

An in-depth study of ELEKTRA as a biometric system

pending

ELEKTRA: ELEKTRokardiomatrix Application to biometric identification with Convolutional Neural Networks

Fuster-Barceló, Caterina, Pedro Peris-Lopez, and Carmen Camara. "ELEKTRA: ELEKTRokardiomatrix application to biometric identification with convolutional neural networks." Neurocomputing 506 (2022): 37-49.

Talks

Protegiendo el oro con tu corazón y un poco de Python

October 01, 2022

Talk at PyconES, Granada, Andalucía

Protegiendo el oro con tu corazón

April 23, 2022

Talk at Women Techmakers Madrid 2022, Puerta de Toledo, Madrid

Certifications

• Autopsy Software for Forensic Analysis
• Ethical Hacking
• English Level C1 (MECR)
• French Level A2
• Machine Learning with Python (edX)

Core Competences

• Python, C/C++, Java, Matlab
• Deep Learning, Computer Vision
• Python Libraries for DL (NumPy, Scikit-learn, Tensorflow, Keras, Pandas…)
• Bash Scripting
• Git
• Latex
• Communication Protocols