David R. Montalvan Hernandez

David R. Montalvan Hernandez

PhD Candidate

Eindhoven University of Technology

David R. Montalvan Hernandez is a PhD student at Eindhoven University of Technology working on Probabilistic Machine Learning with Robert Peharz.

He is interested in several areas related to probabilistic machine learning and its intersection with logic. He is also interested in quantitative finance and has working experience in the financial industry working at the Mexican Stock Exchange as stock indexes analyst and at Bloomberg L.P. as economic data analyst.


  • Bayesian Machine Learning
  • Probabilistic Circuits
  • Quantitative Finance
  • Logic
  • Causality


  • PhD in Computer Science, 2020 - Present

    TU/e, the Netherlands

  • MSc in Computer Science, 2017 - 2019

    Instituto Politecnico Nacional, Mexico

  • Bachelor in Actuarial Science, 2008 - 2012

    Universidad Nacional Autonoma de Mexico, Mexico