Marcos Mouriño-García

Telecommunications Engineer (Telematics) (2013) and Doctor of Philosophy (2018) by the University of Vigo.

From December 2013 to January 2019 I was researcher at the Telematics Systems Engineering Group (GIST) of the Department of Telematics Engineering (DET) of the University of Vigo, where I develop my Doctoral Thesis while participating in several national and international research projects about e-Health, e-Learning and active aging.

From January 2019 to January 2020 I was Visiting Professor in the Department of Telematic Engineering at the Universidad Carlos III of Madrid.

From February of the year 2020 I am Data Scientist at Merlin Software.

My main areas of research and skills are focused on Artificial Intelligence, and specifically on its application to the automatic classification of text documents.

Experience

Data Scientist

Merlin Software

February 2020 - Present

Visiting Professor

University Carlos III of Madrid

I was teacher of the following subjects:

  • Mobile Applications (Android programming)
  • Processing of formats in telematic applications (XML, XPATH, XSL, XSLT, DOM)
  • Systems Architecture (C programming)
  • Platforms for Communities in Network (creation of conversational agents for Google Assistant (DialogFlow + Actions on Google + JavaScript)
  • Management of multimedia information in internet (NLP and Machine Learning with Python)

In addition to the teaching tasks, I participate as an R&D engineer in the AUDACity project for the automatic detection of barriers that affect the mobility of citizens using natural language processing (NLP) and machine learning techniques.

January 2019 - January 2020

Researcher and Development Engineer

University of Vigo

I worked as a research and development engineer in the Telematic Systems Engineering Group (GIST) of the Department of Telematics Engineering where I develop my doctoral thesis along with the collaboration in 15 national and international research projects about e-Health, e-Learning and active aging, including several obtained in competitive calls at European level, such as iTEC (European FP7 program, 7th Framework Program) or ODS (European CIP program , Competitiveness and Innovation Framework Program).

July 2010 - December 2011

Education

University of Vigo

PhD - Telecommunications Engineering, Artificial Intelligence, Text Classification
Clasificación multilingüe de documentos utilizando machine learning y la Wikipedia
Multilingual document classification using machine learning and Wikipedia

  • Excellent Cum Laude
  • Extraordinary doctorate award
November 2014 - January 2018

University of Vigo

Telecommunication Engineering - specialty Telematics
September 2004 - December 2013

Acquis Celenis High School

Technological Program

Graduated with honors

September 2002 - June 2004

Skills

  • Python (Scikit-learn, Matplotlib, Numpy, Pandas, NLTK, Keras, Jupyter, Django)
  • Machine learning techniques, principles and algorithms (classification, regression, clustering, training, validation, feature engineering, support vector machines, linear regression, decision trees, random forest, naïve bayes, etc.)
  • Data Analytics
  • Natural Language Processing
  • Text Classification
  • Artificial Intelligence
  • Web scraping (mechanize and BeautifulSoup for Python, Nokogiri for Ruby)
  • Data mining
  • Git
  • Linux, Windows, and Mac OS environments
  • MySQL
  • Scientific Research
  • Technical & Scientific writing
  • LaTeX & LyX
  • Microsoft Office / Apache OpenOffice

Publications

I like ...

  • Travelling
  • Football
  • Technology
  • Videogames
  • TV Series