thea

pressmto look closer

portfolio ’26

sothea song

math + stats student building data and ml systems. i build things end to end, mostly around data and ml, usually to understand something i was curious about first.

pressmto look closer

about

i like building the whole thing, not just the fun part.

i’m a math and stats student, drawn to the parts of a problem most people skip. the collecting, the cleaning, the slow work of making messy data behave before any of the interesting analysis can begin.

almost everything i make starts as a question about something i already care about. how a football team really plays, why one set of song recommendations feels alive and another feels dead, how to keep my own tasks and notes somewhere i actually trust. i build the thing that answers it, and then i keep using it.

i care about doing it end to end and doing it honestly, and i would rather check a number against the raw data three times than ship something that looks right and quietly lies. right now i’m most invested in growing my football analytics work into something other people could genuinely use, and in finding somewhere i can do this kind of building for real.

tools

languages
python · typescript · sql · r
data + ml
pandas · numpy · scikit-learn · duckdb · postgresql
web
react · next.js · tailwind · flask
workflow
git · docker · linux · claude · obsidian