I design tools for legal and financial teams, from AI-assisted workflows to the interface systemsthat make complex work easier to review and act on.
Designed the interaction model for an AI assistant that helps legal and financial teams make bulk changes safely. Introduced preview, confirmation, and recovery patterns before execution.
Read case →Defined how tables behave across pages, columns, and editing states in an enterprise document editor. Redesigned the controls and documented the edge cases engineering needed to implement consistently.
Read case →Designed a voice-based age verification flow as an alternative to ID uploads and facial recognition. Led the recording, processing, result, and retry states. Winner, Singapore PDPC–IMDA Innovation Challenge.
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