Flagship work

The CLAIR Factor Finder in dark mode, showing a two-dimensional cluster map of six patient groups and, below it, the features that set the first group apart, led by readmission within 30 days.

CLAIR

Desktop app that answers plain-English questions about spreadsheets, running entirely on your own computer.

Link discovery, precision0.91 on 2,950 files, scored against 48 labeled file groups

DNA-Entropy-Graph

Windows app that scores every base of a DNA sequence with the Evo 2 genomic model, on your own GPU or one rented in your own cloud account.

Time to get an entropy trackover 8 hours down to under 5 minutes

The Abako Generate screen, with chapter question counts summing to sixty and an exam pack just written to disk.

Abako Competition Suite

Desktop app that runs a national math competition end to end, from an Excel question bank to graded, printable report cards.

Time to prepare one examabout 2 hours down to under a minute

About

I'm a computer science student at Vanderbilt University. Most of these projects started with a real problem: a math competition that needed grading, a genomics lab that could not send its sequences to an outside server, and researchers who wanted answers from their spreadsheets without uploading them anywhere.