Led MVP definition for CTCL's custom certification application for election offices, working with UX and engineering to decide what shipped first.
Led discovery through design for StriveTogether's educator learning experience, turning stakeholder needs and engineering constraints into integration requirements.
Led the overhaul of SUBSCRIBE's Invitations feature from requirements through a controlled MVP rollout across six customer organizations.
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