Selected work

Questions, methods,
and honest results.

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

ATAC-seq / workflow schematic

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?

Log-target random forest / holdout

Within €2563.2%

Within €5084.4%

Machine learning · Team project

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

Statistics · Reproducible R workflows

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