Research
My research centers on how cancer cells change state, interact with their microenvironment, and acquire aggressive or metastatic phenotypes, together with the computational methods needed to resolve these processes from high-dimensional molecular data.
Cancer ecosystems and metastasis
I am particularly interested in metastatic progression, organ-specific tumour biology, and the interactions between malignant cells and the tissues they colonize.
From October 2026, I will begin doctoral research at ULB / Institut Jules Bordet, focused on cancer ecosystems and metastatic progression.
Tumour heterogeneity and cell-state plasticity
My work explores malignant state transitions, transcriptional plasticity, cellular heterogeneity, and molecular phenotypes associated with treatment response.
Single-cell and spatial multi-omics
I use single-cell transcriptomics and integrative multi-omics to resolve heterogeneous cellular states and molecular programs, with spatial molecular data becoming an increasing focus.
Computational methodology
I develop transparent and reproducible approaches for statistical genomics, quality control, batch-effect modelling, and high-dimensional data analysis using R, Python, and Nextflow.