I finished my undergraduate studies in Mathematics in 2017 and obtained an MSc in Logic, Computation and Artificial Intelligence in 2018 at the University of Sevilla. Then, I began my research career with a young researcher position funded by the European Fund 2014-20 at the University of Sevilla and obtained my PhD in 2021 under the supervisión of Prof. Rocío González Díaz and Prof. Miguel Ángel Gutiérrez Naranjo. My thesis was devoted to topology-aware data reduction in the context of Machine Learning, as well as theoretical approaches from a Computational Topology perspective to the universal approximation capabilities of Artificial Neural Networks (ANNs) and their robustness against adversarial examples by defining a new flavour of ANN based on simplicial maps. From October 2019 to December 2024, I held a substitute teaching position at the Applied Math I department at the University of Sevilla. In the summer of 2023, I did research stays at Kyushu University and Kyoto University, both in Japan. My research is mainly devoted to ANNs and Computational Topology. Since January 2024, I have been an Assistant Professor at the Universidad Loyola (Campus Sevilla). I have participated in three national and one European project (Rexasi-Pro).