I navigate ambiguity to establish understanding, before identifying solutions that align with user needs, business goals, and technical constraints.
I navigate ambiguity to establish understanding, before identifying solutions that align with user needs, business goals, and technical constraints.
Identifying and defining a new product opportunity
Aligned leadership on a human-first, AI-assisted travel product strategy while unlocking near-term value from a newly acquired platform.
(Re)defining onboarding for a multi-product ecosystem
Moving from fragmented signup flows to a unified, multi-product lifecycle revenue model for Outside's subscription platform.
Architecting the shared data primitives, iconography, and experience layers to unify the map stack across Gaia GPS and Trailforks.
Defining the interaction model for MR environment scanning
Defining the interaction model for automated mixed-reality environment scanning, moving from manual input to machine perception.
Exploring Metaverse potential of consumer LiDAR technology
Defined user, technical, and experience requirements for incrementally capturing real-world spaces for privacy-aware Metaverse use.
Making sense of too much user generated geospatial data
Explored system-level approaches to make dense, open geospatial data legible and usable across platforms with divergent user workflows.