March 3, 2026
What if the benchmark is the problem?
In this post, I explain why we turned our attention away from new models and toward the benchmarks that many of those models rely on.
Read Post →I develop AI systems that transform biochemical data into insights for drug discovery and human health.
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Latest blog posts
Short, clear write-ups of recent papers and technical choices in my work.
September 22, 2025
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.
Read Post →April 15, 2025
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.
Read Post →February 5, 2025
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.
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