Nominated for Life Science Company of the Year
The first major project I led after my PhD helped get Intellegens shortlisted at the 2026 Cambridge Independent Science & Technology Awards.
Welcome to Tartan Coder
Discussing applied machine learning, coding, and biophysics
News
Quick updates and pointers to new blog posts, projects, and pages.
Front cover in Science Advances: H1 as a liquid-like chromatin glue
New post breaking down our methods and key novelty from the Science Advances front-cover paper.
New article: Image Analysis + ML Pipelines for Biology
A practical walkthrough of building robust biological image analysis pipelines.
Latest Posts
Below are the most recent articles, tutorials, and deep dives:
Nominated for Life Science Company of the Year
The first major project I led since my PhD got Intellegens nominated for Life Science Company of the Year at...
Read MoreFront cover in Science Advances: linker histone H1 as a liquid-like glue for chromatin
I am very happy to share that our new paper is out in Science Advances and featured on the front...
Read MoreImage analysis in ML pipelines for biology: a maths-and-plots guide
Biological image analysis is where measurement meets models. A microscope image is not “just pixels”: it’s a noisy sampling of...
Read MoreRandom Forests vs Gaussian Processes: A Practical Maths-First Comparison
Random Forests and Gaussian Processes (GPs) are both powerful non‑parametric models (models that don’t fix a single, limited functional form...
Read MoreUnderstanding Molecular Dynamics Simulations
Molecular dynamics simulations are powerful computational tools for understanding the dynamic behavior of particles over time. This post explores the...
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Understanding Oligonucleotide Impurities Across Nucleotide Modifications
Exploring the most common chemical impurities in oligonucleotide synthesis across different nucleotide modification families, with interactive visualizations showing chemical structures...
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