About Me
I’m a 4th-year PhD student at the Technical University of Munich and Helmholtz Munich. My research focuses on how our genome is so precisely regulated—in both development and disease—to produce various cell states. I use machine learning to explore and answer some of these questions.
Interests
- Machine Learning
- Gene regulation
- Epigenetics
Education
PhD Computational Biology
Technical University Munich
MPhil Computational Biology
University of Cambridge
MSc Physics
University of Heidelberg
BSc Physics
University of Bremen
Recent Publications
(2024).
scooby: Modeling multi-modal genomic profiles from DNA sequence at single-cell resolution.
bioRxiv.
(2024).
Modeling fragment counts improves single-cell ATAC-seq analysis.
Nature Methods.
(2023).
Epicardioid single-cell genomics uncovers principles of human epicardium biology in heart development and disease.
Nature Biotechnology.
(2023).
Best practices for single-cell analysis across modalities.
Nature Reviews Genetics.