Selected work

Questions, methods,
and honest results.

Three evidence-led case studies, with personal contribution and limitations made explicit.

01
Editorial illustration of DNA transitioning between compact and accessible chromatin around nucleosomes

Chromatin accessibility · Research internship

Bulk ATAC-seq analysis of mature and memory NK cells

Do mature and memory human NK cells show reproducible differences in chromatin accessibility across public bulk ATAC-seq samples?

Open case study
02
Bar chart of Airbnb price predictions within 25 and 50 euros

Machine learning · Team project

Berlin Airbnb price prediction

How accurately can listing information predict nightly prices in Berlin, and how well does the model generalize to hosts it has never seen?

Open case study
03
Effect lines from an interaction model with uncertainty ribbons

Statistics · Reproducible R workflows

Linear models for biological data

How can biological researchers build, diagnose, interpret, and communicate linear models without treating them as black boxes?

Open case study