Hi I'm Soojin, I design where AI meets human intuition—for everyone.

Agentic bill assistant. The entry moment: the assistant reads the bill, explains what changed, and stays ready for follow-ups. One tap, one clear answer.

Voice-led multimodality. As the conversation moves, the interface follows. Options and visuals surface only when they help. People talk to it, they do not manage it.

Always within reach. The assistant stays present on every screen. While browsing devices, people can compare options, surface the promotions they qualify for, or start an upgrade — without leaving the flow they're in.

Will this work where I live. Search an address and see your exact block. The map answers the one question people actually have.

Dense data, read at a glance. National signal data redesigned to be legible in seconds, for the 6.2M people who check it every year.

Where the app already lives. Coverage sits alongside the everyday map people use to find family and places—one tap from where they already are.

A verdict, not a legend. A searched address returns one plain answer—strong outdoors, limited indoors—instead of a color key to decode.

One home for the whole platform. The redesigned dashboard for enterprise ML teams. Data Catalog, Studio, and SharePoint unified behind a single, scannable entry point.

Reports people actually read. Published notebooks become legible reports with inline discussion, so insights get shared and discussed, not buried.

The flow, in motion. A recorded walkthrough of the live product, from the welcome state through recently updated projects.