Institute of Genetics and Cancer,

2XU, Crewe Road South,

Edinburgh

I am post doctoral cross disciplinary fellow (XDF) at the University of Edinburgh working in machine learning and statistical modelling of single cell genomics. My aim is to pursue cross-disciplinary research in the intersection of data science and biomedicine.

I am working with Catalina Vallejos and collaborate closely with Neil Henderson’s lab where we use multi-modal single cell technologies to decode the molecular mechanisms regulating liver fibrosis and regeneration. I did my PhD at the School of Informatics (University of Edinburgh) under the supervision of Guido Sanguinetti.

## Selected publications

1. Bioinformatics
Higher order methylation features for clustering and prediction in epigenomic studies
Bioinformatics 2016
2. GBIO
Melissa: Bayesian clustering and imputation of single-cell methylomes
Genome biology 2019
3. GBIO
scMET: Bayesian modeling of DNA methylation heterogeneity at single-cell resolution
Genome Biology 2021