Proof of Impact
The ROI of AI isn't in the tools — it's in the architecture. The real unlock is scaling outcomes without scaling headcount proportionally — more pipeline, more programs, more signal, without linear input growth. But only when signals connect correctly, humans stay in the loop on decisions that matter, and workflows are built to scale without creating new liability. Here's what that actually looks like.
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Systems Integration
Led multiple projects to integrate disparate marketing systems, creating a unified data model and enabling advanced analytics.
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Change Management & Adoption
Developed and delivered training programs that drove high adoption rates for new marketing technologies and processes.
Repeatable Frameworks
I'm passionate about the responsible application of AI in marketing. I believe technology should amplify human creativity and judgment, not replace it. My goal is to build systems that are as ethical as they are effective.