Published 53 papers with 389 citations. Notable publications include 'Quantum generative classification with mixed states' and 'Quantum deep sets and sequences'.
Research Experience
Currently an Algorithms Researcher, ML at D-Wave Systems Inc. Previously a QML Research Engineer at Zapata Computing Inc., focusing on research in quantum generative models; a Consultant at Comisión de la Verdad; and a Researcher at Icfes.
Education
July 2013 - May 2018, National University of Colombia, PhD in Physics.
Background
Research interests include machine learning, quantum computing, quantum physics, and data science. Areas of expertise include open quantum systems, neural networks, decision trees, classification, pattern recognition, feature selection, and quantum dots.