Cátedra ENIA UAM-VERIDAS en IA Responsable
2024-2026Researcher investigating digital attacks, specifically deepfakes, in face biometric systems, and proposing measures to improve the robustness and security of these systems.
Curriculum Vitae
Professional Profile
My research focuses on the security and applicability of biometric systems, particularly in scenarios involving face verification, presentation attack detection, deepfakes, avatar generation, and synthetic media. I have contributed to research projects and publications in healthcare, e-learning, online identity verification, and forensic analysis.
Research Focus Face biometrics, deepfakes, media forensics, AI security.
Application Areas Healthcare, e-learning, security, biometric verification.
Technical Background Machine learning, deep learning, GPU servers, cloud platforms.
Full academic CV
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Work Experience
AI: Machine Learning Foundations
2026Responsible for teaching an undergraduate course on artificial intelligence and machine learning foundations, introducing core concepts, methods, and practical tools for understanding and developing AI-based systems.
HumanCAIC: Enhanced Behavioral Biometrics for Human-Centric AI in Context
2023-2024Development of cloud systems for artificial intelligence applications and automatic biometric recognition algorithms.
Communications Electronics Laboratory
2023-2024Responsible for teaching communication electronics laboratory practices, with a particular focus on analog microstrip filter design, impedance matching, and the use of measurement equipment such as vector network analyzers.
Education
Ph.D. in Computer and Telecommunication Engineering
2020-2024Marie Skłodowska-Curie scholarship. Dissertation focused on enhancing security and applicability in multimodal facial biometrics.
Master of Science
2018-2020Análisis de arquitecturas de aprendizaje profundo para el modelamiento de rostro y expresiones faciales.
Telecommunication Engineer
2012-2018Verificación biométrica de identidad usando reconocimiento de rostros y patrones de tecleo.
Applied and Institutional Projects
DeepFakesDB
2025Development of a database composed of real and DeepFake videos in virtual meeting scenarios.
VERIDAS-ANTISPOOFING
2022-2023Development of attack detection modules for facial recognition systems.
VERIDAS-FACIAL-Q
2020-2021Development of quality assessment modules for facial recognition systems.
Selected Publications
Is It Really You? Exploring Biometric Verification Scenarios in Photorealistic Talking-Head Avatar Videos
2025IJCB · IEEE/IAPR International Joint Conference on Biometrics
Comparison of Visual Trackers for Biomechanical Analysis of Running
2025FGw · IEEE International Conference on Automatic Face and Gesture Recognition Workshops
Second FRCSyn-ongoing: Winning Solutions and Post-Challenge Analysis to Improve Face Recognition with Synthetic Data
2025Information Fusion · Information Fusion
DeepFace-Attention: Multimodal Face Biometrics for Attention Estimation With Application to e-Learning
2024IEEE Access · IEEE Access
PAD-Phys: Exploiting Physiology for Presentation Attack Detection in Face Biometrics
2023COMPSAC · IEEE 47th Annual Computers, Software, and Applications Conference
Exploring Facial Expressions and Action Unit Domains for Parkinson Detection
2023PLOS ONE · PLOS ONE