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.
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 research, technical choices, and the journey around them.
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.
Read Post →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 →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.
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Connect with me
The social channels I actively use for publications, updates, code, and ongoing work.