I led iOS prototyping and feature implementation for multiple prototype versions, including core functionality, and experimentation infrastructure. I also contributed to user research, risk modeling exploration, and early technical planning for backend integrations.

The app included multiple prototype variants, real-time breach detection, and experimental “digital risk scores” inspired by credit scoring. I was responsible for mobile development and collaborated with Allstate stakeholders and a designer from Stamen (data visualization studio). We explored how to surface complex personal security insights through emotionally resonant, clear interfaces that nudge behavior without overwhelming.

Digital footprint

The app aggregated a user’s online accounts into a single, interactive 3D view. It surfaced which accounts tracked location, had been breached, or shared personal data.

One of the many iterations

Accounts are connected visually on the sphere to convey their shared type.

This was a demo app, made in such a way that it could load different types of visualizations, for different account’s data. This so to explore the rendering upon different conditions.

One of the many iterations

Zooming in unveils the icons of the accounts.

Different filters

Dozens of iterations were designed and prototyped to explore different filters and visualizations.

Web prototype

I prototyped the app on the web using Three.js and React.