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Refining what
matters into
product experiences
that last
Case studies
AI PLATFORM
Transforming onboarding to improve activation and retention
This case study explores how we tackled low retention by connecting features to real-world goals and guiding users through a clearer, purpose-driven workflow.
AI ASSISTANT
Embedding AI assistance to reduce friction in user workflows
This case study explores how I approached the challenge of designing
agentic assistance as an AI-powered teammate embedded within the
analyst workflow.
Featured Work
Explore my selected projects, showcasing my dedication to innovative and delightful product experiences.


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Let's be penpals
I absolutely love reading letters so please send me one - no matter how short
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