Blog posts
I write about machine learning and biology, with a focus on practical applications in drug discovery, AI strategy for biotech, biotech culture and talent, and career guidance for computational scientists. Read the full posts on Substack.
AI Drug Discovery & Strategy
The Impact of AI/ML in Drug Discovery Isn’t Where You Think It is
Legacy vs AI-Native Companies Isn’t a Fair Fight
Foundation Models & Interpretability
Building the brain of a biological foundation model
Protein Design & Generation
Peering into the Unseen Protein Universe
Hit the Vintage Store and Get Yourself Some CHEAP PLAID
The Nuances of Antibody Structure Prediction
Molecular Generation & Biomarkers
FastFlows: Flow-Based Models for Molecular Graph Generation
Open Science & Publishing
Open-Source Science in Machine Learning for Biology
Publishing and communicating research in AI/ML is fundamentally broken
Careers & Culture
Getting started in BioML Research & Engineering
Ask not why more talented people don’t work in biotech, but rather, what can we do about it?