Importance of Prompt Optimisation for Error Detection in Medical Notes Using Language Models
HeaLing Workshop at EACL, 2026
I am a Senior Research Fellow at the University of St Andrews. My work sits at the intersection of multimodal AI, clinical NLP, and medical imaging, with a focus on practical healthcare applications. I spent 4 years doing research in industry with Canon Medical Research Europe. I completed an EngD and BSc in Computer Science at the University of St Andrews. Originally from Vienna, I grew up bilingual (German and English) and now live in Fife.
My current research focuses on FAIR (Findable, Accessible, Interoperable, and Reusable) principles in digital histopathology, multimodal learning and clinical NLP for healthcare, with a broader interest in interpretable machine learning and sustainable AI.
Senior Research Fellow at the University of St Andrews, in MedTech group affiliated with the AI Research Group and Health Informatics Group.
HeaLing Workshop at EACL, 2026
Medical Image Analysis, Elsevier, 2023
Frontiers Digital Health, 2023
Frontiers Digital Health, 2023
Machine Learning and Knowledge Extraction, 2021
A few practical tools and experiments alongside my research work.
A lightweight timer for moderators to keep panel sessions on track across desktop and mobile.
An archived interactive map project built around pandemic case-rate data. The original upstream data source has been retired, so this page is kept as a past project rather than a current tool.
A concise overview of my research, academic background, and professional experience.
View CV