You can't lift a car alone.

Ted Rubin

Program manager. ML researcher. The one holding it together.

Albums, film sets, machine learning pipelines — I've been in the room for all of it. My job every time is the same: take the heat so the team doesn't have to, check my own communication before I check anyone else's, give people grace to stay in their lane. Kindness is underrated. So is accountability. I try to bring both.