I graduated in Mathematics with a minor in Computer Science in 2018. After finishing my Mathematics degree, I moved to the UK where I joined a research project at Cardiff University involving probability theory, statistics, Bayesian Analysis, metaheuristics, and Machine Learning. I came back to Barcelona in 2021. I recently finished a bootcamp in Data Analytics at Ironhack, and I am willing to join a company where I can apply the knowledge I adquired during my research, the skills I have got during the Ironhack's boot camp, and my strong background in Mathematics and Computer Science to Data Science projects.
I graduated in Mathematics with a minor in Computer Science in 2018. After finishing my Mathematics degree, I moved to the UK where I joined a research project at Cardiff University.
That project was a collaboration with Airbus, and its ultimate goal is to optimize the jig twist of an aircraft wing. During my time at Cardiff University, I was very interested in probability theory, statistics, Bayesian Analysis, metaheuristics, and Machine Learning. The first part of my work was to model data provided by Airbus, and the first theoretical chapter of my thesis explains the regression problem from the learning theory point of view. The second part of my work was to tackle an inverse design problem using MCMC sampling and metaheuristics. The second theoretical chapter of my thesis explains the theory of the aforementioned methods, and gives a novel framework for design optimization.
During the pandemic, I came back to Barcelona where I wanted to pursue an academic career. I have been working as a maths and computer science teacher ever since, and I have got a permanent public job. However, my career plans have changed. I am not pursuing an academic career anymore and, therefore, I do not find a meaning for my current job. I am willing to leave my job to join a company where I can apply the knowledge I adquired during my research and my strong background in Mathematics and Computer Science to Data Science projects.
I recently finished an intensive bootcamp in Data Analytics at Ironhack to complement my academic knowledge with relevant technolgies and tools used by private companies such as Python language; Pandas and Numpy libraries; web scrapping tools such as the Requests library; visualization tools such as Matplotlib library or Tableau; or Machine Learning tools such as PyTorch library.
2023
2019-2021
2012-2018
2022
2007-2012
2021-2022
2019-2021
2006-2015
Sport centres: DiR, Maials City Hall, Montoliu City Hall, Can Massellera Sports Centre, Torrefarrera Sports Centre, Estació Nord Sports Centre, Vall d'Hebron Sports Centre \normalsize (sport centres in Catalonia)
2006
2005
Python library to get information from google maps.
gmapsdatalib is a library to get information from google maps using their APIs. This library has been written in Python language and has been created to do a project involving some data analysis about the restaurants in Barcelona city. The library, however, was created to be used in any other project (for getting information from google maps about places in a certain area).
Link to the Barcelona restaurants project github repository
Link to the gmapsdatalib library github repository
Toolbox creted to optimize the jig-twist of an aircraft wing.
This toolbox was created to solve a forward problem (with a Gaussian Process surrogate) and an inverse problem (with Stochastic Optimization) to optimize the jig-twist of an airplane wing.
It is not possible to share the code because of a confidential agreement. However, some tests that were done before the final toolbox version and use a two modes surrogate can be found here.
Link to my thesis where the problem is explained
App for managing characters when playing rpg/tabletop games online.
This App was created during the pandemic for managing characters when playing rpg/tabletop games online. The App was written in Java.
Link to the github repository
Own implementation of GMRES and Restarted GMRES
Own implementation of GMRES and Restarted GMRES and an analysis of its behavior. Link to the github repository
Send me a message or give me a call. I will get back to you as soon as possible!
(+34) 655 25 22 16