Product Designer . Previously at Arbiter . MS HCI at Georgia Tech

I'm Sayli. I shape systems across AI, finance and education.

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All UX Play Writing

I first built the LLM pipeline to design around what AI could extract, miss, hallucinate in cred agreements.

I audited, redesigned and shipped UX for Arbiter , an AI investigative tool for journalists, in 30 days

Created a reading comprehension game using co-design workshops with middle schoolers.

I redesigned and built lab website for 800+ monthly visitors

Good UX is not frictionless.
It is friction at the right moments for the right reasons.

Physical Prototype

We built Stepping Stones Caterpillar for parents who want to make their toddler's walking practice feel like play.

We redesigned Microsoft's Accessibility Insights for developers, cutting reporting time by 55%

Case Study