Luis Roque is a PhD student at Faculty of Engineering of University of Porto. His research currently focuses on Forecasting of Hierchical Time Series. He is being supervised by Luís Torgo and Carlos Soares.

Luis Roque is also the CEO and Co-Founder of HUUB, where he is disrupting the Fashion Supply Chain of the future, managing more than 50 brands worldwide through HUUB’s Platform. This management platform, created inhouse, has evolved with state of the art technologies: using a scalable microservices architecture strengthen with Machine and Deep Learning. It is the ultimate contributor to bring optimization to the Supply Chain of brands.

PhD Thesis

(Provisory) Title: Deep Probabilistic Models in Hierarchical Time Series




  • Forecasting
  • Hierarchical and Probabilistic Forecasting
  • Deep Learning