Miguel Muñoz

Staff AI Developer at ServiceNow Research
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Contact Information
us****@****om
(386) 825-5501
Location
Toronto, Ontario, Canada, CA
Languages
  • Español Native or bilingual proficiency
  • Inglés Full professional proficiency
  • Francés Elementary proficiency

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Carolina C.

Trabajar con Miguel en el proyecto de periodismo de datos "Mothers and Children First" ha sido una experiencia muy valiosa para mí, desde el punto de vista del encaje de las distintas piezas del puzzle tecnológico que es el diseño de visualización de datos web. Su extraordinaria capacidad didáctica, sumada a su método de trabajo meticuloso y ordenado, lo convierten en un desarrollador relevante para mí y para cualquiera que confíe en las tecnologías web para dar vida a un diseño hecho a partir de datos y pensado para interactuar con personas, a golpe de clic de ratón. Por su profesionalidad como informático, por sus habilidades de comunicación en equipo y por su claridad a la hora de transmitir requerimientos en el diseño, creo que Miguel es el perfil técnico ideal para trabajar en los proyectos de periodismo de datos más exigentes.

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Credentials

  • Leadership Development for Engineers Specialization
    Coursera
    Jun, 2021
    - Nov, 2024
  • Machine Learning: Clustering & Retrieval
    Coursera Course Certificates
    Jul, 2016
    - Nov, 2024
  • Machine Learning: Classification
    Coursera Course Certificates
    May, 2016
    - Nov, 2024
  • Machine Learning: Regression
    Coursera Course Certificates
    Mar, 2016
    - Nov, 2024
  • Machine Learning Foundations: A Case Study Approach
    Coursera Course Certificates
    Feb, 2016
    - Nov, 2024
  • Machine Learning Specialization
    Coursera Course Certificates
    Feb, 2016
    - Nov, 2024

Experience

    • Canada
    • Research Services
    • 1 - 100 Employee
    • Staff AI Developer
      • Jun 2022 - Present

    • Canada
    • Software Development
    • 1 - 100 Employee
    • Senior Data Scientist - Team Lead
      • Aug 2019 - May 2022

      Leads a team of engineers and students to implement the Company's Artificial Intelligence offerings and portfolio.Leads the Research and Development of classic Machine Learning, Deep Learning, Natural Language Processing, and Computer Vision systems for tasks such as: document classification, document clustering, multimodal classification, and information extraction.Collaborates with other internal stakeholders to design the Company's Artificial Intelligence Roadmap.Identifies bottlenecks and participates in the design and implementation of improvements for the current systems.Agile Team Lead. Mentors Software Development and Artificial Intelligence engineers and students. Show less

    • Senior Data Scientist
      • Jul 2018 - Aug 2019

      Led initiatives in Applied Machine Learning Research to solve some customers' problems around document classification and information extraction. Applied and developed Machine Learning techniques for Natural Language Processing and Computer Vision problems.Participated and led the design and development of Machine Learning production systems that integrate with Adlib's existing platform.

    • Data Scientist
      • Feb 2017 - Jul 2018

      Worked on Applied Research and Development of Machine Learning and Natural Language Processing technologies for document classification, document clustering, and information extraction at a scale. Designed and implemented Natural Language Processing and Machine Learning algorithms to classify large, real-world document classification at a scale and addressing very particular conditions; such as high cardinality targets, high variability, noisy annotations, or lack of annotated data.Designed and implemented Information Extraction system and framework to create probabilistic extraction models focused on feature engineering and low annotated-data requirements.Designed and developed systems to integrate Machine Learning Technologies with the Company's existing technologies and data pipelines.Communicated results, algorithms, designs proposals, etc. to internal and external stakeholders. Show less

    • Co Founder
      • 2011 - 2022

      Co-founder and technical advisor of Fabulantes.com a website specialized in Sci-Fi, Fantasy, Comic Books, and Horror literature that provides insightful reports, reviews, and interviews for Spanish speaking readers since 2011. Collaborator and responsible for the good standing of the web from the technical point of view. Member of the editorial board. Co-founder and technical advisor of Fabulantes.com a website specialized in Sci-Fi, Fantasy, Comic Books, and Horror literature that provides insightful reports, reviews, and interviews for Spanish speaking readers since 2011. Collaborator and responsible for the good standing of the web from the technical point of view. Member of the editorial board.

    • Freelance Journalist - Interactive Documentaries
      • 2016 - 2020

      Participated in a number of journalistic projects in Spanish and English as technical advisor and developer. Contributions to portray technical IT challenges, devise and document system requirements, and responsible for developing and deploying web systems to demo and deliver web documentaries for major media publishing groups. Co-founder and technical advisor of Fabulantes.com a website specialized in Sci-Fi, Fantasy, Comic Books, and Horror literature that provides insightful reports, reviews, and interviews for Spanish speaking readers since 2011. Collaborator and responsible for the good standing of the web from the technical point of view in a number of aspects. Member of the editorial board. Show less

    • Natural Language Processing Engineer
      • Nov 2013 - Jun 2016

      Major contributor in the development and maintenance of Natural Language Processing systems in Spanish (Spain and US dialects) and English for world-class clients. Development of “proofs-of-concept” and prototypes with innovative Artificial Intelligence and Natural Language Processing approaches for diverse sectors. Adaptation and implementation of “state-of-the-art” Machine Learning and NLP technologies in production-ready environments. Major contributor in the development and maintenance of Natural Language Processing systems in Spanish (Spain and US dialects) and English for world-class clients. Development of “proofs-of-concept” and prototypes with innovative Artificial Intelligence and Natural Language Processing approaches for diverse sectors. Adaptation and implementation of “state-of-the-art” Machine Learning and NLP technologies in production-ready environments.

    • Spain
    • Higher Education
    • 700 & Above Employee
    • Research Assistant / Software Engineer
      • Oct 2010 - Nov 2013

      R&D in biomedical informatics with special emphasis in Artificial Intelligence methods applied to the field of nanotechnology in medicine. R&D in the automatic classification of clinical trials including the early research and design of the Machine Learning project, the development of the adequate software tools, data gathering and curation, and analysis of the obtained performances and results. Development and planning of R&D project proposals, in partnership with major European R&D firms and institutions, to be evaluated in the European Commission and in the Spanish Ministry of Economy and Finance. Show less

    • Spain
    • Higher Education
    • 700 & Above Employee
    • Software Developer
      • Jul 2007 - Jul 2010

      Development of an Air Traffic Management tool for the Spanish Airports and Air Navigation public body. Responsible of the design and implementation of the system model and UI in C++ and .NET, among other technologies. Development of an Air Traffic Management tool for the Spanish Airports and Air Navigation public body. Responsible of the design and implementation of the system model and UI in C++ and .NET, among other technologies.

Education

  • Universidad Politécnica de Madrid
    MSc, Computer Science, Artificial Intelligence
    2011 - 2013
  • Universidad Politécnica de Madrid
    BSc, Computer Science
    2002 - 2010

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