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Curriculum vitae

You can download a PDF version of my full CV here (link)


Professional experience
  • August 2024 Present
    08/2024 Present
     
    University of Glasgow Research associate
    AI4BioMed Lab, University of Glasgow (https://ai4biomed.org/)

    Research on natural language processing for extracting information about cancer mutations from biomedical publications.

    CIViC Project title: Creation of a knowledgebase of high quality assertions of the clinical actionability of somatic variants in cancer
    Role: Post-doctoral researcher
    Funder: National Institutes of Health, USA
    Period: Since August 2024
    Natural language processing for the quality of biomedical publications.

  • November 2021 July 2024
    11/2021 07/2024
     
    University of Glasgow Research associate
    Terrier Team, University of Glasgow (http://terrierteam.dcs.gla.ac.uk)

    Research on recommendation in the financial domain.

    ICURe Explore Participation on the ICURe Explore programme (October 2023 cohort).
    Team: FAR-AI
    Role: Entrepreneurial Lead
    Funder: InnovateUK
    Period: October 2023 to January 2024
    Market analysis and hypothesis testing on commercialization of financial asset recommendation technologies.
    FAR-AI Project title: FAR-AI: Deployment of AI-based Financial Asset Recommendation System
    Role: Primary investigator
    Funder: EPSRC (Impact Acceleration Account project)
    Period: August 2023 to October 2023
    Development of an investment platform for the UK market.
    PPC-FI Project title: PPC-FI: Personalized Portfolio Construction for Financial Investments
    Role: Primary investigator
    Funder: EPSRC (Impact Acceleration Account project)
    Period: April 2023 to July 2023
    Research on portfolio management and optimization functionalities. Integration on an investment recommendation platform for financial advisors, in collaboration with the National Bank of Greece
    Infinitech Project title: Infinitech
    Role: Post-doctoral researcher
    Funder: European Comission (Horizon 2020)
    Period: November 2021 to March 2023
    Research on recommendations in the financial domain. Development of an investment recommendation platform for financial advisors, in collaboration with the National Bank of Greece

  • June 2015 May 2021
    06/2015 05/2021
     
    Universidad Autónoma de Madrid Predoctoral researcher
    Information Retrieval group, Universidad Autónoma de Madrid (https://ir.ii.uam.es).

    Research on people recommendation in social networks, social network analysis (link prediction, structural metrics, information diffusion), recommendation objectives beyond accuracy and multi-armed bandits for recommendation.

  • May 2019 July 2019
    05/2019 07/2019
     
    University of Glasgow Visiting researcher
    Terrier Team, University of Glasgow (http://terrierteam.dcs.gla.ac.uk)

    Research on information retrieval models for contact recommendation in social networks.

  • June 2013 August 2013
    06/2013 08/2013
     
    Everyview Programmer
    Everyview S.L.

    Spanish Language Route project

    Development of the project webpage, using Joomla, MySQL and PHP, mainly web services and payment platforms and development of computer game functionalities, using Unity3D and C#.

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Education
  • October 2016 May 2021
    10/2016 05/2021
     
    Universidad Autónoma de Madrid PhD in Computer Science and Telecommunication
    Universidad Autónoma de Madrid

    PhD thesis: Contact recommendation in social networks: algorithmic models, diversity and network evolution
    Supervisor: Pablo Castells
    Score: Outstanding

  • September 2015 February 2017
    09/2015 02/2017
     
    Universidad Autónoma de Madrid MSc in Information and Communications Technology Research and Innovation
    Universidad Autónoma de Madrid

    Specialization: Computational Intelligence
    GPA: 9.32 / 10
    4 mentions of honor: “Information Retrieval”, “Machine Learning: Theory and Applications”, “Numerical and data intensive computing” and “Temporal Information Processing”.
    MSc thesis: Contact recommendation: Effects on the evolution of social networks.

  • September 2015 February 2017
    09/2015 02/2017
     
    Universidad Autónoma de Madrid MSc in Computer Science
    Universidad Autónoma de Madrid

    GPA: 9.52 / 10
    4 mentions of honor: “Advanced topics in Networking and Internet”, “Embedded, distributed and ubiquitous systems”, “Graphics, Multimedia and Virtual Environments”, “Interactive Systems Development”.

  • September 2010 June 2015
    09/2010 06/2015
     
    Universidad Autónoma de Madrid Double BSc in Computer Science and Mathematics
    Universidad Autónoma de Madrid

    GPA: 9.23 / 10 (top 3% of my year)
    28 mentions of honor: including “Artificial Intelligence”, “Neurocomputing”, “Information Search and Mining” and “Fundamentals of Machine Learning”.
    BSc thesis: Metasearch engine with session management and interleaving A/B testing.

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Teaching
  • Guest lecture on evaluation and production of recommender systems at the recommender systems course at the IE University (in Spanish, April 2022).
  • Lab teaching of "Information search and mining", 4th year BSc on Computer Science. January to May 2018, 2019 and 2020.
  • Lab teaching of "Analysis of algorithms", 2nd year BSc on Computer Science. September 2019 to January 2020.
  • BSc thesis supervision
    • Mousa, J. TradeMind. University of Glasgow. August 2023.
    • Lunny, L. iTrade: The financial portfolio generation tool. University of Glasgow. August 2023.
    • Miranda, B. Information diffusion modeling on Twitter. Universidad Autónoma de Madrid. June 2018.
    • Amor, A. Link prediction and recommendation in social networks. Universidad Autónoma de Madrid. June 2019.
    • López, E. Multi-armed bandits in recommendation. Universidad Autónoma de Madrid. June 2019.
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Grants, scholarships and awards
  • Excelence scholarship in BSc studies. Regional Government of Madrid. 2012 to 2015 (every year)
  • Research scholarship in MSc studies. Universidad Autónoma de Madrid. October 2015 to October 2016
  • PhD scholarship (FPI grant). Universidad Autónoma de Madrid. March 2017 to September 2018.
  • PhD scholarship (FPU grant). Spanish Government. September 2018 to May 2021
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Technical skills
  • Programming languages: Java, C, Python, PHP, Matlab.
  • Databases: MySQL, PostgreSQL, QuestDB.
  • Operating systems Microsoft Windows (XP, Vista, 7, 8, 10), Unix (Ubuntu, CentOS)
  • Other tools: Maven, Git, Docker.
  • General purpose software: LaTeX, Microsoft Office (Word, Excel & Powerpoint).
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Languages
  • Spanish:Native speaker
  • English: Working proficiency
    • Certificate of Advanced English (CAE). July 2018. Cambridge University.
      Level 2 Certificate in ESOL International.
      Common European Framework of Reference (CEFR) C1 Level.
    • Graded Examination in Spoken English (GESE), Grade 11. June 2008. Trinity College London.
      Level 2 Certificate in ESOL International (Speaking and Listening).
      Common European Framework of Reference (CEFR) C1.2 Level.
  • French: Basic notions.
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Other activities
  • Students' representation:
    • Course delegate. 2011 to 2016
    • BSc students' general delegate. 2014 to 2015
    • Students' representative in "New Curricula" commision. 2014 to 2015
    • PhD students' representative in Computer Science department council. 2017 to 2021
  • Reviewer:
    • Reviewer of the Artificial Intelligence and Law journal (AILA)
    • Reviewer of ACM Transactions on Information Systems journal (ACM TOIS).
    • Reviewer of the User Modeling and User-adapted Interaction journal (UMUI).
    • Reviewer of the ACM Transactions on Web journal (ACM TWEB).
    • Reviewer of the AI Communications journal.
    • Reviewer for the latest-breaking results track for the 14th ACM Conference on Recommender Systems (RecSys 2020).
    • Subreviewer for The Web Conference 2021 (TheWebConf 2021).
    • Short paper program committee member for the 44th ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2021).
    • Program committee member for the 15th ACM Conference on Recommender Systems (RecSys 2021)
    • Program committee member for the 45th ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2022)
    • Program committee member for the 44th European Conference on Information Retrieval (ECIR 2022)
    • Program committee member for the 16th ACM Conference on Recommender Systems (RecSys 2022)
    • Program committee member for the 46th European Conference on Information Retrieval (ECIR 2024)
    • Short Paper Program committee member for the 47th ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2024).
    • Program committee member for the 5th ACM Conference on AI in Finance (ICAIF 2024).
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