Senior AI/ML and genomics practitioner with ~15 years building open-source,
production-grade tools for large-scale biological data. Maintainer of multiple
Bioconductor packages (fastreeR, metabinR, jvecfor), and author of agentic,
LLM-driven tooling that runs reproducible bioinformatics workflows from
natural-language requests.
Broad multi-omics background spanning genome assembly and annotation,
population genomics, large-scale NGS and functional-genomics analysis, and
metagenomics, backed by reproducible HPC software and end-to-end program
leadership. Currently focused on bringing modern AI — embeddings, deep
learning, and LLM-based agents — to making complex omics datasets faster and
easier to interrogate.