

This led to the core design challenge: “How can we use AI to give feedback that feels empowering, not evaluative?

By treating onboarding as both a behavioral funnel and an ML data initializer, Aura increased both retention and accuracy downstream.



Intelligence means nothing if it can’t make people feel more human.


Posted Dec 30, 2025
An AI dating app that helps you understand what makes you matchable. I led product design, UX flow, and built an interface that coaches, not scores.
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Sep 30, 2024 - Oct 7, 2025