<b>The puzzle of how machine learning can answer genomics questions is not yet fully solved.</b><br><i>This image is AI generated.</i>

Finding a match between genomics and machine learning

Solving the puzzle of applied machine learning.

Mar 21, 2026 Machine learning

<b>Data curation should start with careful planing, rather than diving directly into data wrangling.</b><br><i>This image is AI generated.</i>

The data curation mindset

Look before you leap!

Jan 25, 2026 Data curation & analysis

<b>The field of weather forecasting is being swept through by new modeling paradigms. - And the winds have not yet settled, with the next gold standard still waiting to emerge.</b>

Placing your bets in weather forecasting

The best modelling decisions are usually down-to-earth rather than up in the clouds.

Oct 13, 2025 Machine learning

<b>Visual inspection is key for developing high-quality (interactive segmentation) models.</b>

Model interactions for interactive segmentation

Building models through a magnifying glass.

Jun 8, 2025 Machine learning

<b>Finding glimmers of sun across the fence.</b><br>A gloomy corner in one language can turn out to be a sunny street in the other. - And the fence between the two is no more than a curb.

From R to Python with minimal baggage

Getting the best of both worlds.

Apr 27, 2025 Coding

<b>Single-cell flow matching.</b><br>The flow matching generative process transforms input noise into structured single-cell data.

Matching flows to data

Models that fit like water in a vessel.

Feb 22, 2025 Machine learning

<b>The Zen of Python.</b><br>Illustration of PEP 20 principles in sumi-e (Japanese brush painting) style.

Saving time in open-source

Following the trail of best practices.

Dec 15, 2024 Coding

<b>A fight against ambient expression.</b><br>On a stormy sea "of ambient gene expression" a scientist is bailing out water (ambient expression) from his sinking boat (sequencing droplet containing a cell).

Correcting technical artifacts: The case of ambient gene expression

There are many ways to crack a nut, but without the right tool none are easy.

Dec 15, 2024 Data curation & analysis