I spent two years in private-markets operations at Goldman Sachs, sending capital call and distribution notices to more than 10,000 investors and checking them before they went out. I studied econometrics at Purdue.
Since then I have built AI systems for trading and finance: an assistant for a commodity trading desk that answers from live data and drafts the contracts and emails for approval, and a news pipeline that reads 80 sources a day and turns them into scored market views.
I build with AI coding tools. That is how five days is enough: the time goes on your workflow, not on boilerplate.