Jesús Perales Hernández
About Jesús Perales Hernández
Jesús Perales Hernández is a Software Engineer specializing in Machine Learning, currently working at the Barcelona Supercomputing Center. He has experience in high-performance computing, data analysis, and has contributed to significant projects like ELASTIC and DeepHealth.
Work at Barcelona Supercomputing Center
Jesús Perales Hernández has been employed at the Barcelona Supercomputing Center as a Software Engineer in Machine Learning since 2018. His role involves developing and implementing machine learning algorithms and models. He has experience in building and deploying Docker and Kubernetes images on high-performance computing clusters, specifically for neural network training and inference on MRI datasets. His contributions enhance the center's capabilities in computational research and data analysis.
Experience at CERN
In 2019, Jesús Perales Hernández completed a one-month internship at CERN as a Software Engineer Intern in High Performance Computing. During this time, he conducted data analysis to develop an efficient driving and behavior model for tram lines as part of the ELASTIC project. This experience provided him with insights into high-performance computing applications in a collaborative international environment.
Education and Expertise
Jesús Perales Hernández holds a Master's degree (MSc) in Artificial Intelligence from Universitat Politècnica de Catalunya, where he studied from 2018 to 2020. Prior to that, he earned a Bachelor's degree (BSc) in Computer Science from Universitat d'Alacant, completing his studies from 2014 to 2018. His educational background equips him with a strong foundation in software engineering and machine learning.
Contributions to Machine Learning Projects
Jesús has made significant contributions to various machine learning projects. He implemented a convolutional neural network (CNN) for vehicle detection and segmentation within the CLASS project using Tensorflow, Keras, and OpenCV. Additionally, he contributed to the core development of the European Distributed Deep Learning Library (EDDL) as part of the DeepHealth project, collaborating with international partners and stakeholders to guide project aspects.
Mentorship and Team Engagement
In his current position, Jesús Perales Hernández has taken on mentorship responsibilities, guiding two interns by providing technical support and familiarization with the project environment and team dynamics. This role reflects his commitment to fostering talent and collaboration within the field of software engineering and machine learning.