Carlos Alzate

Carlos Alzate

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CTO @ Gaia Dynamics | ex AI Fund, IBM Research
Antioquia, Colombia

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Résumé


Jobs verified_user 0% verified
  • G
    Chief Technology Officer
    Gaia Dynamics
    Sep 2025 - Current (8 months)
  • AI Fund
    Chief Technology Officer
    AI Fund
    Jul 2023 - Sep 2025 (2 years 3 months)
  • AI Fund
    General Manager
    AI Fund
    Dec 2019 - Jul 2023 (3 years 8 months)
  • I
    Research Scientist and Manager
    IBM Research Ireland
    Sep 2018 - Nov 2019 (1 year 3 months)
  • I
    Research Scientist and Manager
    IBM Research Ireland
    Sep 2018 - Nov 2019 (1 year 3 months)
  • I
    Research Scientist
    IBM Research Ireland
    Jul 2012 - Nov 2019 (7 years 5 months)
  • R
    Postdoctoral Fellow
    Research Foundation Flanders FWO
    Oct 2010 - Jan 2013 (2 years 4 months)
    Continued research in the area of unsupervised and semi-supervised learning using kernel-based methods particularly in the context of spectral clustering. Developed novel models incorporating sparsity, prior knowledge and side information and hierarchical representations.
  • K
    Postdoctoral Researcher
    KULEUVEN
    Jan 2009 - Oct 2010 (1 year 10 months)
  • K
    Ph.D student
    KULEUVEN
    Jan 2005 - Dec 2009 (5 years)
    Conducted research in the area of kernel methods and unsupervised learning leading to doctoral thesis: "Support Vector Methods for Unsupervised Learning". Main results can be summarized as nonlinear primal - dual models for several unsupervised learning problems such as feature extraction, dimensionality reduction, denoising and clustering in the style of support vector machines. The novelty corresponds to the incorporation of advanced concepts such as out-of-sample extensions and model selection into the models.
Education verified_user 0% verified
  • KU Leuven
    Ph.D, Engineering
    KU Leuven
    Jan 2005 - Dec 2009 (5 years)
  • Katholieke Universiteit Leuven
    Ph.D, Engineering
    Katholieke Universiteit Leuven
    Jan 2005 - Dec 2009 (5 years)
  • KU Leuven
    Master, Artificial Intelligence
    KU Leuven
    Jan 2003 - Dec 2004 (2 years)
  • Universidad Nacional de Colombia
    Engineer, Electronics
    Universidad Nacional de Colombia
    Jan 1997 - Dec 2002 (6 years)