
CLAIR
Local-first desktop app that answers plain-English questions about spreadsheets on-device, with nothing sent to the cloud.
Software, instruments and genomics, kept in one notebook
I build software and instruments, then find out whether they work. This page holds the three pieces that show that best, and how to reach me about the rest.

Local-first desktop app that answers plain-English questions about spreadsheets on-device, with nothing sent to the cloud.
Windows app that runs the Evo 2 genomic model on a GPU you own, in your machine or rented in your own Google Cloud project, and returns per-base entropy tracks.

Desktop app that runs a national math competition end to end, from an Excel question bank to graded, printable report cards.
Every number on this site says where it came from.
I'm a computer science student at Vanderbilt University, graduating in May 2027. Most of what's here started as a real problem in front of me: a math competition that needed grading, a lab that needed to run a genomic model without renting a GPU under someone else's name, a spreadsheet somebody wanted to question without sending it anywhere. I build the tool, then I go back and check whether it did what I meant it to.
Every way to reach me is in the footer below. For more, including how to ask for CLAIR access, start at Correspondence.