Replacing filter-based apartment search with a conversation
I replaced a 20-filter apartment search with a guided conversation — grounded in behavioral science and AI trust research — so renters could move from vague intent to confident shortlist.

Work
Across AI platforms, government, and financial services. A short list, on purpose — quality over quantity.