PRODUCT DESIGNER · AI & DATA PRODUCTS

I design AI tools that turn millions of online conversations into answers brands can act on.

I design AI tools that turn millions of online conversations into answers brands can act on.

I design AI tools that turn millions of online conversations into answers brands can act on.

5 years in product design, 4.5 of them as the sole designer on AI and analytics products for global brands at Talkwalker and Hootsuite. Built on 12 years in brand and visual design. Based in Sydney.

5 years in product design, 4.5 of them as the sole designer on AI and analytics products for global brands at Talkwalker and Hootsuite. Built on 12 years in brand and visual design. Based in Sydney.

5 years in product design, 4.5 of them as the sole designer on AI and analytics products for global brands at Talkwalker and Hootsuite. Built on 12 years in brand and visual design. Based in Sydney.

Brunella Augustin Marschner smiling by a window

Platform work

Core analytics components I redesigned at Talkwalker, alongside larger projects.

Forecasting and peak detection

Adapted the time-series chart widgets so AI forecasts of up to 90 days and detected peaks sit on the same chart as historical data: a dashed forecast line with a shaded confidence band and a clear divider between actual and predicted results. Detected peaks are flagged on the curve with their volume and increase.

Results widget

Redesigned the platform’s most-used widget, and the one that gained the most new features, improving visibility, responsiveness and the way results are displayed so metrics are easier to scan and compare.

Notes

Designed and shipped Notes: short notes attached to any result, with author and date, and a notes count on the result card. Requested mainly by a global FMCG client for compliance work, it was prioritised because it served compliance teams across many enterprise clients.

The Foundation

A selected archive of brand identities and visual systems developed between 2006 and 2022. This foundation in typography, grids and visual systems continues to shape how I design digital products today.