Scientific, academic and research career:

-1989-1990: Scholar at the Institute of Industrial Automation of the CSIC. She begins research in the field of Artificial Intelligence, specifically in Artificial neural network models.

-1990: obtaining the Diploma in Computer Science from the UPM, presenting as a Final Project an OCR system based on the BackPropagation neural network model (Honors).

-1990-1991: Scholar at the Torres Quevedo Institute of the CSIC.

-2000: Obtained the title of Computer Science Engineer from the Carlos III University of Madrid, presenting as a Final Project the analysis, design and implementation of a simulator for unsupervised artificial neural networks (Honors).

-2000-2002: Completion of the Interdepartmental doctoral program in Computer Science of the Faculty of Computer Science of the UPM.

-2003-2009: Several presentations at international conferences, related to the line of research of unsupervised artificial neural networks: architectures, training algorithms and their application to data mining in various scientific fields (remote sensing, biology, medicine, etc).

-2007: Obtaining accreditation of research proficiency.

-2009-2011: Participation in various I+D+I projects financed in public competitive calls, related to remote sensing.

-2010: Obtained the PhD from the Polytechnic University of Madrid, presenting the Doctoral Thesis titled: New algorithms for training and visualization of self-organizing neural networks for their application in remote sensing (Cum Laude).

-2011-2024: publication of eight research articles in JCR journals with a high impact index (Q1 and Q2), related to unsupervised artificial neural network methodologies.

-1991-2024: 33 years of teaching experience at the UPM (Computer Science Engineering). Line of scientific research: Since 1989 the main line of research focuses on the field of artificial neural networks. In this process she has investigated new architectures and algorithms for training neural networks, and their adaptation and exploitation for data mining processes in scientific fields as varied as biology, medicine or chemistry.

Medium/long-term research: Since 2007 she has collaborated with researchers from the UCM (Department of Biochemistry and Molecular Biology), the Astrobiology Center (CSIC-INTA) and the ISCIII of Madrid. Since 2019 she has collaborated with researchers from the Center for Molecular Biology "Severo Ochoa" (CSIC-UAM). The collaboration with the research group of Dr. Carlos Briones of the Department of Molecular Evolution (Center for Astrobiology (CSIC-INTA)) stands out, in the analysis of images by AFM (Atomic Force Microscopy) within the projects BIO2013-47228-R , BIO2016-79618-R, PID2019-104903RB-100 and PID2022-139908OB-I00. The medium/long-term scientific-technical interests and objectives focus on continuing with research collaborations on data mining based on artificial neural networks and its application to knowledge extraction.