Dr. John D. Kirwan

Dr. John D. Kirwan

Bioinformatics Scientist

Arquimea Research Centre

Professional Summary

Bio

I’m a computational biologist working at the interface of data science and biology — applying statistical and machine learning approaches to uncover structure in complex biological data. I am a senior scientist at Arquimea Research Centre, La Laguna, Spain.

My background spans experimental biology, computational modeling, and bioinformatics. After completing a PhD at Lund University focused on visual systems in invertebrates, I transitioned toward data-driven biology — developing analytical tools and predictive models that bridge biological insight and computation.

I enjoy learning new analytical methods, writing code, and communicating science clearly. My goal is to continue growing as a biological data scientist, expanding across diverse fields within the life sciences while keeping biological meaning at the core of the analysis.

Education

PhD Sensory Biology

Lund University

MSc Molecular Evolution

University College Dublin

BSc (Hons) Zoology

University College Dublin

Interests

Data Science Computational Biology
Featured Publications
Uncertainty Quantification for Deep Regression using Contextualised Normalizing Flows featured image

Uncertainty Quantification for Deep Regression using Contextualised Normalizing Flows

Post hoc uncertainty quantification for deep regression using contextualized normalizing flows without retraining the base model.

Adriel Sosa Marco
Recent Publications