Juan Fernández F.

NLP developer at Predictiva.io
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Contact Information
us****@****om
(386) 825-5501
Location
Spain, ES
Languages
  • Inglés Full professional proficiency

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Bio

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Experience

    • Spain
    • IT Services and IT Consulting
    • 1 - 100 Employee
    • NLP developer
      • Sep 2020 - Present

      Design and development of hybrid approaches (ML and symbolic) for dialogue modeling of telephone conversations. Lines of work: NER, ontologies, text classification, intent recognition, sentence segmentation, ASR post-processing (spell correction and normalization), use of OpenAI's GPT models and LangChain library. I’m part of the Data Science team working on Upbe, a conversational intelligence platform to obtain value from calls. Design and development of hybrid approaches (ML and symbolic) for dialogue modeling of telephone conversations. Lines of work: NER, ontologies, text classification, intent recognition, sentence segmentation, ASR post-processing (spell correction and normalization), use of OpenAI's GPT models and LangChain library. I’m part of the Data Science team working on Upbe, a conversational intelligence platform to obtain value from calls.

    • South Korea
    • Computers and Electronics Manufacturing
    • 700 & Above Employee
    • Computational linguist
      • Feb 2018 - Aug 2020

      Developer of core skills from Bixby, a smart assistant to enable voice interaction with Samsung devices. Some skills of the assistant I worked in - Samsung Internet (web browser), App Launcher, Calculator, Netflix, Stock Market, etc. I also implemented methodologies to improve NLU based on cluster analysis of massive text data (user logs). Developer of core skills from Bixby, a smart assistant to enable voice interaction with Samsung devices. Some skills of the assistant I worked in - Samsung Internet (web browser), App Launcher, Calculator, Netflix, Stock Market, etc. I also implemented methodologies to improve NLU based on cluster analysis of massive text data (user logs).

    • Singapore
    • Information Technology & Services
    • 1 - 100 Employee
    • NLP developer
      • Nov 2016 - Feb 2018

      Development of rule-based algorithms for information retrieval from unstructured text, applied to document automation in banks (contracts, payrolls, balance sheets, etc.) Development of rule-based algorithms for information retrieval from unstructured text, applied to document automation in banks (contracts, payrolls, balance sheets, etc.)

    • Spain
    • Software Development
    • 1 - 100 Employee
    • Head of Computational Linguistics
      • May 2013 - Oct 2016

      Design and development of core methodologies for opinion and sentiment analysis in social media. Management of data annotation teams. Design and development of core methodologies for opinion and sentiment analysis in social media. Management of data annotation teams.

    • Spain
    • IT Services and IT Consulting
    • 1 - 100 Employee
    • Computational linguist
      • Oct 2011 - Feb 2013

      Computational linguist. Machine proofreading applications. Computational linguist. Machine proofreading applications.

    • Spain
    • Higher Education
    • 700 & Above Employee
    • Researcher (PhD works)
      • Jan 2010 - Jan 2012

      PhD research in ontologies and specialized language. Project funded by the Spanish Ministry of Science and Innovation. PhD research in ontologies and specialized language. Project funded by the Spanish Ministry of Science and Innovation.

    • Museums, Historical Sites, and Zoos
    • 1 - 100 Employee
    • Linguist for dictionary projects
      • Apr 2007 - Nov 2009

      Dictionary of Latin American Spanish (Real Academia Española) Dictionary of synonyms and antonyms (Gredos) Cambridge English-Spanish (SM and Cambridge U. Press) Dictionary of Latin American Spanish (Real Academia Española) Dictionary of synonyms and antonyms (Gredos) Cambridge English-Spanish (SM and Cambridge U. Press)

Education

  • Universidad de Granada
    PhD at the University of Granada, Computational Linguistics
    2007 - 2011

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