My Research

Finding, exploring, and developing new ways to exploit astronomical data with deep learning techniques is the cornerstone of my research. I enjoy going the extra mile to present my results to the astronomical community and enable user-driven data discovery.

I am a postdoctoral researcher in the Astrophysics department @CAB, currently working on a project for ESA focused on exploiting the recent Euclid mission.

In this repository, you can delve deeper into my research, catalogues, and software developments. You can also interact with my doctoral thesis through an AI-powered chat system that answers questions about my research directly from the thesis content.

Featured

• Ca II and Hα flaring M dwarfs detected with multi-filter photometry

  Published:Mar 15, 2025

  Lead author of a journal article published in Astronomy & Astrophysics

• Using autoencoders and deep transfer learning to determine the stellar parameters of 286 CARMENES M dwarfs

  Published:Jul 15, 2024

  Lead author of a journal article published in Astronomy & Astrophysics

• VizieR Online Data Catalog: Stellar parameters of 286 CARMENES M dwarfs

  Published:Jul 15, 2024

  Data catalogue

• MagicPlotter: A tool developed to help the user create and share interactive visualizations

  Published:Jun 12, 2024

  Streamlit web application

• J-PLUS: Discovery and characterisation of ultracool dwarfs using Virtual Observatory tools II. Second data release and machine learning methodology

  Published:Oct 19, 2022

  Lead author of a journal article published in Astronomy & Astrophysics