At Vitaro, I helped transform an early-stage concept into a structured digital product with data, feedback loops and scalable workflows at its core.
This case shows how I apply product logic, lean execution and user insights to build systems that are ready to grow – not just launch.
“Vibe is one of the most energetic people I know. She tackles every business problem with great can-do attitude and helped us improve our paid content workflows and website performance.”
— Steven Højlund, Ph.D., Senior Manager, Vitaro
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