
I started in finance, then spent two years at Bloomberg sitting between eighty accounts and the Terminal, carrying what users needed back to the people who built it. That is where I learned what a product feedback loop looks like when it works.
Sales and marketing taught me where leads stall and where data breaks down. Modern AI tools closed the gap between those two worlds. Today I build the software a business actually needs by directing Claude Code, Codex, and ChatGPT, and I write the manual before I hand it over.
If you cannot operate what I leave behind, I did not finish the job.












