
Product Usability
Evaluated success rates and pain points across device assembly, water filling, and control panel interactions
Hi! 𐔌՞. .՞𐦯
Qualitative researcher with a data analyst background. I help teams learn from real conversations by turning human stories and emotions into product clarity.
I use natural rapport and conversation to build trust and get to the emotional undercurrents.
Psychological safety leads to more honest insights.
I advocate for flows that feel obvious.
If it feels subtle or hidden, it's not done yet. The design needs to speak a user's language, not the other way around.
I love to be a data girl, but a statistic on its own is not as powerful without a story.
I look for the "why" behind the actions and translate numbers into narratives product teams can act on.

Evaluated success rates and pain points across device assembly, water filling, and control panel interactions

Multi-method research to understand pet owner behaviors, pain points, and emotional drivers in daily routines

Evaluated pre-release meal scheduling app to identify usability barriers in task flows and interface comprehension