How I work and how I can help

Every project starts with a biological question. I turn complex data into reproducible analyses and clear results, choosing tools and follow-up analyses to address the question that matters.

Starting with the biological question

I analyse transcriptomes using 3′ mRNA-Seq, total RNA, full-length RNA and miRNA approaches, tailoring analyses and reports to uncover the most relevant insights.

Making analyses reproducible

I build scalable pipelines and cloud environments, integrating data, infrastructure and workflow tools to support analysis from setup through to results.

Exploring complex data

I also work with clinical and omics data using tailored analyses and machine-learning models, keeping the interpretation of the problem at the centre.

Preparing and assessing data

From preprocessing to quality control, I prepare data for reliable analysis. Where relevant, I also use Kraken2 for taxonomic classification to investigate contamination and microbial composition.

Explore Projects for examples and workflows, Tools for reusable utilities, and Skills for an overview of my technical background. For my full career history, see my Curriculum Vitae.