Completing my doctorate
Completing my doctorate closed an important chapter. I am grateful for the people, trust, and scientific freedom that made these years so valuable.
Blog
I write about AI-driven biochemistry, drug discovery, and the people and choices behind research.
What if the benchmark is the problem?
In our Chemical Science paper, we audit 51 biomolecular benchmark configurations and show how the test itself can quietly shape the answer.
How we searched for antibiotics beyond familiar chemical space
In this post, I explain how we used generative models to search for antibiotic candidates beyond the familiar chemical space of existing libraries.
How we built an AI pipeline for antibiotic discovery
In this post, I explain how we connected several AI tools into one workflow for antibiotic discovery, from target selection to compound prioritization.
Can you predict drug binding from sequence alone?
In this post, I explain how far we can get in drug-target prediction when we work with the simplest and most widely available biological inputs.
Can a test description predict which molecules will work?
In this post, I explain why we thought the written description of an assay might help us make useful predictions before the assay has much data.
Why this blog exists
A short note on what I want this blog to do: explain research in clear, active language without the fog that often surrounds it.