Designing complex products with clarity across enterprise analytics, AI, and music technology.

My career has progressed from enterprise data and analytics to product platform design and now AI consulting focused on conversational UX and system behavior.

I specialize in turning complexity into useful, trustworthy experiences through architecture, interaction models, and cross-functional alignment.