Experience

Kognia Sports Intelligence
• Spain
• Software Development
• 1 - 100 Employee
• Senior Machine Learning Engineer

  • Jan 2019 - Present


Universitat de Vic – Universitat Central de Catalunya (UVic-UCC)

• Profesor

  • Apr 2019 - Jul 2019

  Profesor de la asignatura de Diagnosis Decision Support Systems del grado de Ingeniería Biomédica (https://www.uvic.cat/assignatura/3611). Profesor de la asignatura de Diagnosis Decision Support Systems del grado de Ingeniería Biomédica (https://www.uvic.cat/assignatura/3611).



STEAM a les aules

• Mentor de estudiantes

  • Oct 2018 - Feb 2019

  Profesor del módulo de Robótica del programa STEAM en horario extraescolar a alumnos y alumnas de 1º y 2º de ESO del Institut Vila de Gràcia. El programa educativo STEAM se dedica a promover el interés por las carreras científicas entre estudiantes de educación secundaria a través del contacto con los modelos cercanos que representan los estudiantes de doctorado. Profesor del módulo de Robótica del programa STEAM en horario extraescolar a alumnos y alumnas de 1º y 2º de ESO del Institut Vila de Gràcia. El programa educativo STEAM se dedica a promover el interés por las carreras científicas entre estudiantes de educación secundaria a través del contacto con los modelos cercanos que representan los estudiantes de doctorado.



IRI (UPC) y WIDE EYES TECHNOLOGIES - Fashion Visual Search

• PhD student / Junior Researcher

  • Sep 2015 - Sep 2018

  In this project we will exploit current advances in computer vision and machine learning to explore large amounts of publicly available fashion data, for automatically reasoning and discovering patterns and trends. This data, besides images and videos, may include varying types of meta-information such as categorical attributes or textual descriptions. Processing this diverse “big data” will not only require advanced machine learning algorithms, but also developing very efficient approaches. The project will consist of two phases: Initially, the student will participate in the creation of a large fashion dataset and develop efficient algorithms for the extraction of low and mid level features, such as 2D human pose estimation, foreground/background segmentation, and garment segmentation. In a second stage, she/he will work on improving its implementation to be able to scale and distribute well to large datasets, as well as integrating it with the Wide Eyes infrastructure. The project will be carried in cooperation with the following three institutions: - Institut de Robòtica i Informàtica Industrial in the Universitat Politècnica de Catalunya. - Wide Eyes Technologies, in Barcelona. - Waseda University (Tokyo, Japan), institution to which one of the academic co-advisors belongs. Show less



IRI - Institut de Robòtica i Informàtica Industrial, CSIC-UPC

• Spain
• Research
• 100 - 200 Employee

• Master Thesis / Directed research

  • Feb 2014 - Oct 2015

  Master thesis: 3D Pose Estimation Using Convolutional Neural Networks. Colaboration developing a monocular pose estimation system for the european project ARCAS (http://www.arcas-project.eu/). http://www.iri.upc.edu/staff/arubio Master thesis: 3D Pose Estimation Using Convolutional Neural Networks. Colaboration developing a monocular pose estimation system for the european project ARCAS (http://www.arcas-project.eu/). http://www.iri.upc.edu/staff/arubio



Universitat Politècnica de Catalunya

• Spain
• Research Services
• 700 & Above Employee

• AAD scolarship (support for teaching activities) - Numerical Methods

  • Jan 2015 - Jul 2015

  Development of the lab sessions' scripts for the Numerical Methods subject of the year 2015-2016 using GiD (http://www.gidhome.com/) and Matlab. Development of the lab sessions' scripts for the Numerical Methods subject of the year 2015-2016 using GiD (http://www.gidhome.com/) and Matlab.



ALSTOM Grid

• France
• Electric Power Transmission, Control, and Distribution
• 700 & Above Employee

• Internship

  • Mar 2012 - Sep 2012

  Improvement of the control software of a tensile testing machine using Labview. Worked at the Switchgear Research Center. Improvement of the control software of a tensile testing machine using Labview. Worked at the Switchgear Research Center.



UCLM

• Spain
• Higher Education
• 1 - 100 Employee

• Teacher assistant

  • Oct 2010 - Jan 2011

  Teacher assistant at the Computer Science lab sessions for 1st year students of Industrial Engineering degree. The primary task consisted of solving basic Matlab programming problems. Teacher assistant at the Computer Science lab sessions for 1st year students of Industrial Engineering degree. The primary task consisted of solving basic Matlab programming problems.