Compounding growth, built on operations that actually hold.

If your campaigns aren't compounding past the spend that bought them, the leak is usually in the operations underneath. I build those systems for AI startups, healthcare, coaching, and DTC brands. Campaigns, AI content systems, and the operational infrastructure that turns your one-time wins into ones that hold.

A psychology degree taught me how buyers move from no to yes. Computer engineering coursework taught me to architect the systems that scale that motion. Your campaigns get both lenses when we work together.