I am currently a research consultant at OpenAI working on problems in bio/ML with a focus on evals and data.
Employment
2026–present OpenAI: bio/ML: evals, data, methods
2025–2026 Herasight: R&D for polygenic embryo screening
2019–2024 Gencove: research lead to commercialize low-pass whole-genome sequencing
2017–2019 Genomic Prediction: R&D for polygenic embryo screening
Selected Projects
AI
- LifeSciBench (paper, blog)
- Scientific computing in the age of agentic AI (paper, blog)
- GeneBench-Pro (paper, blog)
- GeneBench (paper, blog)
Other
- ImputePGTA: a method for reconstructing whole embryo genomes from ultra-low pass sequencing data, which has enabled polygenic embryo screening from data routinely generated from aneuploidy testing
- Time-dependent saddle–node bifurcation: Breaking time and the point of no return in a non-autonomous model of critical transitions: a study of pullback attractors in non-autonomous dynamical systems and characterization of a period of possible recovery after a bifurcation tipping point
- Low-pass sequencing increases the power of GWAS and decreases measurement error of polygenic risk scores compared to genotyping arrays
- My full publication record is available on Google Scholar.
Recent writing
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GeneBench-Pro: an updated, verified benchmark for AI agents in biology
Evaluating long-horizon scientific reasoning in genomics, quantitative biology, and translational biomedicine
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GeneBench and current agentic capabilities in the life sciences
A new benchmark for evaluating real scientific workflows in genomics and quantitative biology