I’ve worked across CDPs, AI tools, CRM platforms, and multi-platform app and web experiences. I like figuring out how messy systems really work, especially where the logic breaks and what people actually need. I focus on turning complex workflows into clear, buildable, user-friendly solutions. I care about creating experiences that are easy to use and balance user needs with business value.