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UX Strategy
I’m an AI UX strategist. Since 2022, I’ve been defining how AI fits into complex systems—starting at Sisense, where I led the UX shift toward AI-assisted SaaS tools by clarifying mental models and integrating predictive tagging into internal BI workflows. I approach AI as a collaborator, not a feature—focusing on transparency, usability, and system coherence.
My practice combines design thinking, system architecture, and workshop facilitation to align stakeholder vision with real user needs. I


AI SaaS | AI UX strategy
How I clarified the mental model and unified the interface while designing an AI-powered IDE—transforming Open Hands into a seamless, developer-aligned workspace


Build Experience
How I led the redefinition of error message structures to enhance the overall build experience.


UX research - Toolbox
UX research tool kit overview
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