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Designing experiences

Once I see the problem, I shape the words and flows that guide people forward, making every interaction feel natural and clear.

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BMO chatbot fallback redesign

Redesigned fallback flows to prevent dead ends, improving chatbot accuracy from 45% → 86.5% and helping thousands of customers complete tasks.

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Website A/B testing at MemberClicks

Tested headlines and CTA copy to increase clicks by up to 67%.

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Personify onboarding walkthrough

Created an in-product guide on email best practices, reaching 7,169 views with a 22% completion rate in its first month.

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Canada Post SMS launch

Created and deployed 18k+ SMS messages in 2 days, securing expanded character limits so notifications were clearer and more user-friendly.

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Canada Post sign-in suite

Simplified login and recovery copy with before/after UI changes, reducing confusion and making error messages easier to act on.

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