Early Stage Researcher: Explainable Machine Learning
Statistician: Monitoring the quality of statistics on the balance of payments and international investment position, as well as methods and sources in EU Member States
Machine Learning Engineer: Developed multiclassification neural network for the National Central Banks and European System of Central Banking
Consulting Management:Working alongside consultans for a Data Science project.
Project: I was involved in two research projects, the first one: trying to predict ship trajectories and optimizing it parking in the Barcelona Harbor. The second one a more theoretical one tackling Automatic Feature Generation for Generalized Linear Models though Decision trees ensembling.
Abstract: This research line explores the use of Learning Techniques to different domains, from data centre optimization to cancer genomics, leveraging different techniques from statistical Machine Learning to state of the art Deep Learning and Neural Networks, and different programming frameworks.
Project: My research focused on improving Generative Adversarial Networks with prior knowledge via hard constraints in order to tackle large scale optimization problems (Operations Research). Supervised by Juan Antonio Rodriguez Aguilar and Filippo Bistafa.
Abstract: Improving and applying Generative Adversarial Networks (GANs) to approach large scale combinatorial optimization problems.
Team Leader: Coordinated a team of two developers, a machine learning engineer and two data analyst applying Cognitive Automation (CA) to the Audit Process. Implementing Machine Learning to the extraction (OCR) and the classification of unstructured data with WorkFusion. I took part in the delivery of the project where we were able to improve the efficiency and effectiveness of their operations by a 70%.
UiPath Trainer: UiPath trainer to the international Deloitte’s team of Belgium and Netherlands.
Naoqi Developer:Developing functions for the robots of SoftBank Pepper and Nao for commercial and marketing purposes. We collaborated in events and workshops were Pepper was in charge of ’chairing’ and introducing the speakers
Uipath Developer:Developer for a leading national banking company where we automated two processes. In the delivery of the project we obtained automation of a 100% and an 80% respectively, allowing workers to focus on more creative tasks.
Uipath Developer:Main developer in a client of the insurance sector. In the project, we automated the exchange of information and payments for different banks.
Abstract: Prediction and Modelling Department with a University collaboration where I modelled and predicted the atmospheric pollution of the northern side of Italy (Biella).
Description: With the Alan Turing Institute and the University of Bristol (Jean Golding Institute) I was a Data Science Facilitator for the Data Case Study Group with a team of 10 researchers and Data Scientist tackling air pollution and traffic for the Bristol City Council.
Description: Data Science Stack Exchange is a question and answer site for Data science professionals, Machine Learning specialists, and those interested in learning more about the field. The DataScience SE is about the problems and doubts which data scientists encounter on a regular basis like "how do you run neural networks on a cluster efficiently?" or "How do I efficiently setup a MachineLearning process on a server"
Thesis: Improvements of Generative Adversarial Networks
Supervisor: Phd. Filippo Bistaffa & Juan Antonio Rodriguez Aguilar
Institute: Artificial Intelligence Institute of the Spanish National Research Council
Resume: I have always had a lot of questions and a strong interest in humanities. That is why for the last years I combined my bachelor in physics with philosophy. It was an intense and great experience since a learned a lot of interesting things. I stopped the degree to continue my professional career abroad, although I keep on reading, learning and making a lot of questions.
Finalist of the Spanish Olympic Trials 2016 - 200m. Backstroke
3rd Team in Spanish Honor Division - Club Natación Madrid Moscardó
2012 Minnesota State Champions as Individual & Team. Record holder of several state events.
2nd Spain Junior National - 4x100 IM Relay
2nd Andalucian State Open Championship - 4x50 Freestyle Relay
1st Hossegor Open Water Challenge, Landes - France