Selected Work

AI Swing Coach

Designed and validated a simulate-first mobile trading flow that builds trust through explainability and safe reversibility.

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Cutting Late-Stage Defects with Design System Guardrails

Led the transformation from legacy systems to a governed, automated Design System (AWLDS), cutting late-stage defects 50% and reducing a11y issues by 95%.

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Raising Mobile Quality at BMO

Led UX strategy to unify high-trust flows and design-system governance, improving app quality and mobile ratings (↑2.2 → 4.2).

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