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.
Lately, I'm also diving deep into the world of intelligent agents in software engineering — because if code could think, it should at least help write itself (or refactor that mess you left in utils.py 😅).
- 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
- AI agents for software engineering tasks (e.g., automatic documentation, code review, and vibe coding when the compiler isn’t looking 😎)
- 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
- Multi-agent systems for automating software development workflows (aka, building tiny helpful gremlins that live in your CI/CD pipeline)
- 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
- Low-key training an agent that can jam along on guitar… or at least debug my tabs 🧠🎸