About me
I'm a Senior Researcher at the Deep Visual Learning lab at Fondazione Bruno Kessler, with a PhD in Computer Science (summa cum laude) from the University of Santiago de Compostela. My research brings together vision–language models, explainable AI, and human-centered vision to develop methods that are interpretable and grounded in human context.
My current work also explores how AI can support public safety in responsible ways. In PRECRISIS and IAMI, I lead work packages on visual understanding in complex operational environments, with particular attention to reliability and responsible use. I am also a member of the FBK Compliance Group, contributing to institutional work on trustworthy AI practices and data privacy.
Alongside research, I enjoy teaching, mentoring students, and sharing science through initiatives such as Pint of Science. If you are working on computer vision for complex real-world environments, feel free to get in touch!
Interests
- Explainable AI
- Vision–Language Models
- Human–Object Interaction
- Multi-Object Tracking
- Human-Centered Image Processing
Education
PhD in Computer Science
2023
University of Santiago de Compostela
MSc in Big Data
2019
University of Santiago de Compostela
BSc in Computer Engineering
2018
University of Santiago de Compostela
Selected work
- 2026
From Weights to Concepts: Data-Free Interpretability of CLIP via Singular Vector Decomposition
CVPR · Co-author
- 2026
Humanity's Last Exam: A Benchmark of Expert-Level Academic Questions to Assess AI Capabilities
Nature · Contributor
- 2024
Lost and Found: Overcoming Detector Failures in Online Multi-object Tracking
ECCV · First author
Selected honors
- 2025
PhD Extraordinary Award
University of Santiago de Compostela
- 2020
National Award · Best University STEM Project in Sustainability
Renault Foundation
- 2020
Best Big-Data Master's Final Project of Galicia
DXC Technology
- 2019
Ranked 7th nationally · FPU Pre-doctoral Grants (CS area)
Spanish Ministry of Science