I'm a researcher and PhD student at the University of Extremadura, specializing in Machine Learning and Deep Learning applied to healthcare. My work focuses on processing and analyzing large-scale clinical and medical imaging data, aiming to improve quality of life and health outcomes through advanced AI.
- PhD in Artificial Intelligence (2023-2026) — University of Extremadura
- Master’s in Artificial Intelligence (2022-2023) — UNIR (average grade: 9.49)
- Advanced Course in Data Analyst and Visualization (2022-2023) — UNIR
- Bachelor’s in Software Engineering (2018-2022) — University of Extremadura
- Medical image processing (segmentation, synthetic data generation)
- Anatomical modeling (currently, cardiac models)
- Optimization of Deep Learning algorithms for medical applications
- Privacy and ethics in AI
- Prompt Once, Segment Everything: Leveraging SAM 2 Potential for Infinite Medical Image Segmentation with a Single Prompt (2025)
- No More Training: SAM’s Zero-Shot Transfer Capabilities for Cost-Efficient Medical Image Segmentation (2024)
- Advancing precision in medical image segmentation: A performance analysis of loss functions for COVID‐19 lung infection segmentation in computed tomography images (2024)
- Python, R, C, Java, C++, JavaScript, SQL, NoSQL
- PyTorch, Keras, MLOps, AIOps, Google Cloud, AWS
- Data analysis, predictive models, NLP, visualization (D3.js, Tableau, PowerBI)
- Collaborative work, research, statistics
- Tricuspid valve modeling
- Atrial fibrillation modeling
- Guest researcher at European Researchers’ Night (generative art with AI)
- Staff at DevopsDays Cáceres
- Tech explorer and code enthusiast who loves a good vibe
- Climber and basketball player
- Guitarist and music lover