I'm a Data Scientist at UT Southwestern Medical Center (BDSC, School of Public Health) in Dallas, TX. My work spans biomedical research software, AI infrastructure, cloud computing, and multi-omics analysis.

I'm building the infrastructure that lets AI and scientists do research together without the work quietly corrupting itself. I care about provenance, observability, and verification: where results come from, how agents reach them, and what evidence supports them.

Software has tests; biology mostly doesn't. Point an optimizer at a goal with no honest verifier, and it gets good at plausible, fluent, quietly wrong answers faster than anyone can check them. Closing that gap is the work.