I am a software developer in the BEE Group at CIMNE.

Recently, I earned my Ph.D. in Civil Engineering at UPC under the supervision of Pedro Diez and Alberto Garcia. My research focused on developing data-driven finite element and machine learning models to support clinical decision-making processes in the analysing of atherosclerosis--the leading cause of heart attacks.
Also, I was a software developer at Nemeda where I develop dynamic optimisation and classification algorithms.
I hold a Master's degree in Mathematical Engineering from UNIPD, where I developed a deep foundation in applied mathematics, including numerical modelling, multilinear algebra, stochastic methods, and statistical mechanics.

Currently, I work on renewable energies and building efficiency using data science.

education

What I have learned, what I am learning and what I will learn.

I was a Scout Leader and coordinator at Arte Migrante for more than 2 years.

talks and publications

  • Presentation at the XI International Conference on Adaptive Modeling and Simulation (Slides)
  • An Unfitted Method with Elastic Bed Boundary Conditions for the Analysis of Heterogeneous Arterial Sections (paper)
  • Adaptive Reduced Order Modelling to Assess Peak Stresses in Heterogeneous Arterial Sections (paper)
  • Inverse nonlinear elastostatic analysis of heterogeneous pre-stressed arterial cross-sections with elastic bed supports: an unfitted approach (paper)
  • Data-driven patient-specific models supporting decision making with application to atherosclerotic plaque analysis (PhD Thesis)