I started at the patient’s bedside, in clinical research, where I learned which questions really matter for patients. I then moved to the bench, studying how the immune system responds after a heart attack performing laboratory experiments in preclinical models and human transcriptomics data. For my postdoc, I made the jump to the computational side, to dive into data science and open, reproducible research. Today I bring all three together: building reproducible workflows for single-cell and imaging data, while still thinking like a clinician and a biologist when I look at the results.
+ FOCUS ....... single-cell · bioimage analysis · translational research
+ ML .......... PCA · UMAP · clustering · kNN / graph-based neighborhoods
+ Cellpose segmentation · BioImage.IO & Hugging Face models
+ COMMUNITY ... Euro-BioImaging Scientific Ambassador 2026 · 24 training tutorials
+ LANGUAGES ... Spanish · English · French · German (leveling up)|
A bilingual (EN/ES) publication I write and edit, translating real research for curious, non-scientist readers. Every article ends with The Small Print §: the nuance the headlines miss. |
cat talks_and_workshops.log
| Event | Role | |
|---|---|---|
| 2026 | Image-based Systems Biology Symposium | Guest speaker & workshop instructor |
| 2026 | GCC2026 | Co-presenter |
| 2026 | Galaxy Training Academy | Organizer & instructor |
| 2026 | 19th OME Community Meeting | Workshop instructor |
| 2026 | Euro-BioImaging Image Data Community Days | Speaker |
| 2026 | HTS Workshop Freiburg | Instructor |
| 2026 | Love Data Week Freiburg | Speaker |
| 2025 | European BioHackathon | Project co-lead |
| 2025 | EOSC Symposium | Video contributor |
| 2025 | Postdoc Appreciation Week | Speaker |
| 2025 | Galaxy Training Academy | Organizer & instructor |
| 2025 | Imaging Hackathon | Organizer |
| 2025 | NFDI4Bioimage All-Hands | Poster |
+ > bench -> data -> clinic -> repeat_

