Hello, this is Rubina

I specialize in transforming the ambiguity of IoT data, Generative AI, and agentic system architecture into high-trust, user-centered experiences-turning raw device signals and complex model outputs into clear, actionable insights that drive measurable business impact.

How does a Lead Designer…

Agentic AI

…design for agentic model capabilities within an existing product when the model’s reasoning logic, science experiments, and the UX architecture are all evolving in parallel under aggressive timelines?

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AWS IoT for Automotive

…navigate ambiguity to design a cohesive experience for a product that doesn't exist yet, when the underlying technology is split between two isolated worlds: the Vehicle Edge and the Cloud?

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AWS IoT for Automotive

…design a low-friction entry point for a global standard (VSS) that respects existing automotive legacy while positioning a new service as an industry leader?

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AWS IoT for Automotive

…translate raw customer pain into a technical roadmap that reduces discovery time by months and transforms a system from 'passive streaming' to 'intelligent event capture'?

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Coming soon

Experience

The path that shaped my design DNA

Testimonials