Summary

PhD researcher in computer vision and machine learning at Universidad de Zaragoza. Deep learning, 3D vision, and multimodal learning.

Education

• PhD in Computer Vision and Machine Learning
  Universidad de Zaragoza
• MSc in Robotics, Graphics and Computer Vision

  2026-01
  Universidad de Zaragoza

  GPA: 9.62/10
• BSc in Computational Mathematics

  2023-07
  Universitat Jaume I

  GPA: 9.26/10

Work Experience

• PhD Researcher

  2025-12 -
  Geometry and learned representations for 3D scene understanding from video.
• AI/CV Researcher

  2024-09 - 2025-08
  Dense Visual SLAM for in-body robotics.
• AI/CV Engineer

  2024-03 - 2024-08
  Learned semantic matching and representation alignment.
• AI/CV Engineer

  2023-09 - 2024-02
  Autonomous underground drones; deep learning for perception and reconstruction.

Skills

Publications

• Characterizing Players of a Cube Puzzle Game with a Two-level Bag of Words

  2021
  UMAP '21

  Characterizing player behavior using a two-level bag of words model.

  View Publication

Portfolio

• Online Dynamic Scene Graphs from RGB-D Videos

  2025
  Portfolio

  Build scene graphs incrementally from RGB-D video streams.

  View Project
• 3D Densification for Multi-Map Monocular VSLAM in Endoscopy

  2025
  Portfolio

  Densify sparse endoscopy SLAM maps.

  View Project
• NeRF in Looking Glass

  2022
  Portfolio

  Display NGP scenes in Looking Glass displays.

  View Project

Languages

• Spanish

  Native
• English

  C1 Advanced