A Predictive AI & Automation Ecosystem Design

Hyderabad drivers waste 20+ minutes per trip searching for parking. When you build an AI that predicts availability, the real design problem isn't the algorithm, it's whether users will trust a prediction they can't verify.

Core Problem

Hyderabad drivers were losing significant time per trip to parking uncertainty. An AI prediction system existed, but users wouldn't act on a recommendation they couldn't verify

Role & Scope

UX Designer: driver-facing mobile experience, real-time availability interface, prediction confidence display, and automated reservation flow

The Challenge

UX Designer: driver-facing mobile experience, real-time availability interface, prediction confidence display, and automated reservation flow

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© 2025 Janhvi Ambhurkar

© 2025 Janhvi Ambhurkar

© 2025 Janhvi Ambhurkar

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