Rubén C. Email & Phone Number

Barcelona, Catalonia, Spain

Enhancing and developing Deep Learning models for Cardiac Imaging segmentation.Tools and languages used:▪ Python (TensorFlow, PyTorch, Monai, Pytest), Jenkins, Git & GitHub

Barcelona, Catalonia, Spain

I developed Deep Learning models for detecting and explaining rare liver diseases using CT scans in collaboration with Hospital Clinic (Barcelona).Tools and languages used:▪ Python (pandas, Scikit-learn, PyTorch, Monai), Git & GitLab

I participated in the AI for Heart Failure Detection Challenge creating Machine and Deep Learning models capable of predicting the blood level of the NT-proBNP protein using electrocardiograms (ECGs) in collaboration with cardiologist from the Catharina Hospital (Eindhoven).Tools and languages used:▪ Python (pandas, Scikit-learn, imblearn, TensorFlow), Git & GitLab

Barcelona, Catalonia, Spain

Construction of a recommendation system algorithm for a new web application to offer trainee surgeons a personalized training program.Tools and languages used:▪ Python (pandas, Flask, Scikit-learn), Git & GitHub, SQL

Barcelona, Cataluña, España

Design, construction and evaluation of a low-cost neonatal incubator for developing countries in collaboration with Universidade Save (Mozambique) and Department of Bioengineering of University of Barcelona (Hospital Clínic).

Master'S Degree, Artificial Intelligence, 9

Honor distinction in Object Recognition and Intelligent Data Analysis and Data Mining courses

Engineer'S Degree, Biomedical Engineering, 8.9

Honor distinction in 15 subjects including: Artificial Intelligence in Biomedical Engineering, Biomedical Imaging, Biostatistics.