I think in systems. I work where strategy meets execution.

I started in marketing, moved into technology, and ended up specializing in marketing automation and AI implementation. Today I work as a senior technical consultant, partnering with enterprise clients across multiple industries and markets.

Along the way I kept seeing the same pattern: companies adopting AI and automation faster than their systems could hold it. Tools without architecture. Speed without clarity. I became the person who asks the question before building the solution — because a fast answer to the wrong question just moves the chaos downstream.

That's the work now: designing systems at the intersection of marketing, technology, data, and AI, so that what gets built holds up at enterprise scale.