CV

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Education

PhD in Communications Technologies and Systems (ETSIT, UPM)

2025

Thesis: Deep Generative Models for Survival Analysis and Synthetic Data Generation in Healthcare

MSc in Telecommunications Engineering (ETSIT, UPM)

2020

Machine Learning and Multimedia Data Science specialization

Thesis: Analysis and implementation of deep learning algorithms for face-to-face translation based on audio-visual representations

BSc in Telecommunications Engineering (EPS, UAM)

2018

Multimedia signal specialization

Thesis: Voice Activity Detection based on Neural Networks

Work experience

Researcher (ETSIT, UPM)

2024–Now

Developing generative, explainable, and federated AI methods for European healthcare projects

Assistant Professor (ETSIT, UPM)

2022–2023

Teaching and mentoring in statistics, signal processing, and AI/data science-related courses

Business Consultant (Management Solutions)

2020–2021

Built data extraction, transformation, and analysis tools for financial risk assessment

Predoctoral Researcher (ETSIT, UPM)

2019–2020

Developed deep-learning multimedia models for facial gesture transfer and video generation

Research stay

Institute of Ceramics and Glass (ICV) (CSIC, Madrid, Spain)

2025–2026

6.5 months

AI-based battery design and diagnostics, in collaboration with the group of Nataly Carolina Rosero Navarro

Center for Health Data Science (HeaDS) (University of Copenhagen, Copenhagen, Denmark)

2023

3 months

Optimization techniques for generative models and federated learning, in collaboration with the group of Anders Krogh

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