i'm Mert. i recently defended my phd in computer science at stanford, advised by Carlos Guestrin and James Zou.

i work on getting ai to continuously self-improve at test time, e.g., as it tries solving problems. my research enables progress on hard problems in science and engineering, and i enjoy making it broadly accessible and useful: see ttt-discover and textgrad.