Cofounder of UrbanistAI a GenAI platform to reimagine the future of our cities; and SPIN Unit an urban research and innovation practice. Affiliated research at Tampere University enabling multispecies transitions of cities and regions. As consultant, developing strategies for transformative governance. 

The new modal
The new modal
Demos Helsinki
Regional council
A regional mobility study of public transport stops to assess supply, demand and efficiency across the region. This project also provided a policy framework for the local government to improve the equity of public transport across the region.