I am a mathematician and probabilist based in Barcelona. My research lies at the intersection of random graphs, graph limits, large deviations, stochastic processes on networks, and statistical mechanics.

In November 2026, I will start a new position at the National University of Singapore (NUS), working with Somabha Mukherjee.

From May to July 2026 I was a visiting researcher at the Barcelona School of Economics, working with Chiara Amorino, following a postdoctoral appointment at the Alfréd Rényi Institute of Mathematics within ERC DYNASNET (2024–2025). Alongside academic research, I contribute to quantitative modelling, machine learning, and model governance in financial-services contexts.

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Research

Probability graphons, weighted and coloured networks — large-deviation theory for dense weighted networks and its application to coloured exponential random graph models: typical structures, replica symmetry and symmetry breaking.

Stochastic processes on random graphs — when a mean-field description is accurate, and how sparsity, heterogeneity and initial conditions govern the error.

Spectral theory and ensemble equivalence — what the principal eigenvalue of a constrained random graph reveals about the ensemble that generated it.

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Past and recent affiliations

Alfréd Rényi Institute of Mathematics ERC DYNASNET Barcelona School of Economics