London, England, United Kingdom
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About

As a Lead Software Engineer at Revolut, I’ve had the privilege of leading complex…

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Experience & Education

  • Revolut

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Publications

  • Assisting Corporate Knowledge Management: A Multilingual and Domainless Semi-Automatic Collaborative Tagging Approach

    Journal of Web Engineering

    Despite of automatic, social and collaborative tagging techniques have been the topic of certain number of recent studies, in the meantime, multilingual tagging techniques has been poorly noticed. The present paper introduces a multilingual hybrid methodology to automatically deploy and combine collaborative tagging techniques based on user-behaviour and well-known recommendation algorithms to name a few. A reference implementation called ACOTA (Automatic Collaborative Tagging) is also outlined…

    Despite of automatic, social and collaborative tagging techniques have been the topic of certain number of recent studies, in the meantime, multilingual tagging techniques has been poorly noticed. The present paper introduces a multilingual hybrid methodology to automatically deploy and combine collaborative tagging techniques based on user-behaviour and well-known recommendation algorithms to name a few. A reference implementation called ACOTA (Automatic Collaborative Tagging) is also outlined in order to demonstrate the novel recommendation capabilities of this approach with the aim of assisting both expert and non-expert users when multilingual resource tagging is required. Finally a quantitative researchstudy in the context of corporate knowledge management is also presented to evaluate and assess the goodness and accuracy of the methodology to minimize the effort of multilingual document categorization.

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  • Towards a Multilingual - Domainless Automatic Collaborative Tagging Technique

    Other authors
  • Emergent Ontologies by collaborative tagging for Knowledge Management. Advancing Information Management through Semantic Web Concepts and Ontologies

    IGI-Global

    Other authors

Courses

  • Cloud Computing, Application development and web mining

    2009.CV.637.1

  • Databases in the professional world

    2010.E2.390.1

  • LaTeX, the document edition system

    2009.CV.637.1

Projects

  • Computex & Computex Validation Service

    Computex (Computing Statistical Indexes) can be seen as an extension of RDF Data Cube vocabulary to handle statistical indexes. Every Computex data will also be RDF Data Cube Data, although it can contain further declarations specific for statistical indexes.

    We have developed a Computex Validation Service (http://computex.herokuapp.com) which can validate both Computex and RDF Data Cube vocabularies.

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  • The Web Index

    WESO, as partner of the Word Wide Foundation, takes part in the Web Index project, assisting with the linked data and constructed the semantic web data endpoint for the Web Index as well as visualizations for this data.

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  • acota

    ACOTA (Automatic Collaborative Tagging) is a Java-based library for suggesting tags in a collaborative and automatic way. It is comprised by the next sub-projects:
    - acota-seed is the starting point for all the ACOTA Projects. It includes a set of classes and interfaces required by other ACOTA projects.
    - acota-core​ includes a set of Enhancers which employs technologies such as Natural Language Processing, Machine Learning and queries to popular folksonomies and ontologies.
    -…

    ACOTA (Automatic Collaborative Tagging) is a Java-based library for suggesting tags in a collaborative and automatic way. It is comprised by the next sub-projects:
    - acota-seed is the starting point for all the ACOTA Projects. It includes a set of classes and interfaces required by other ACOTA projects.
    - acota-core​ includes a set of Enhancers which employs technologies such as Natural Language Processing, Machine Learning and queries to popular folksonomies and ontologies.
    - acota-feedback​ includes an Enhancer powered by machine-learning techniques. It supports MySQL, PostgreSQL and MongoDB as persistent systems.
    - acota-utils is an auto-configurable module for acota-core. It encapsulates all the external files required for a proper set-up.

    See project
  • McC-Splat-MR

    McC-Splat-MR is a MapReduce implementation of the McC-Splat Algorithm, created by Daniel Gayo Avello, using Hadoop Framework. McC-Splat is an iterative algorithm to perform vertex labeling on a partially labeled social network.

    Other creators
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Languages

  • Spanish

    Native or bilingual proficiency

  • English

    Full professional proficiency

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