PhD in Communications Technologies and Systems (ETSIT, UPM)
2025Thesis: Deep Generative Models for Survival Analysis and Synthetic Data Generation in Healthcare
CV
Education
MSc in Telecommunications Engineering (ETSIT, UPM)
2020Machine Learning and Multimedia Data Science specialization
BSc in Telecommunications Engineering (EPS, UAM)
2018Multimedia signal specialization
Work experience
Assistant Professor (Ayudante Doctora) (EPS, UAM)
2026-NowTeaching and researching in AI and machine learning within the AUDIAS group, while continuing research collaborations with GAPS at UPM
Researcher (GAPS, ETSIT, UPM)
2024-2026Developing generative, explainable, and federated AI methods for European healthcare projects
Assistant Professor (ETSIT, UPM)
2022-2023Teaching and mentoring in statistics, signal processing, and AI/data science-related courses
Business Consultant (Management Solutions)
2020-2021Built data extraction, transformation, and analysis tools for financial risk assessment
Predoctoral Researcher (ETSIT, UPM)
2019-2020Developed deep-learning multimedia models for facial gesture transfer and video generation
Research stay
Institute of Ceramics and Glass (ICV) (CSIC, Madrid, Spain)
2025-20266.5 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)
20233 months
Optimization techniques for generative models and federated learning, in collaboration with the group of Anders Krogh
For the research behind this trajectory, keep exploring here.