Pandora
2020–Present
Leading Pandora's brand community platform — from strategy and gamification systems to front-end implementation on Khoros. Architected GEO and AI-readiness initiatives including llms.txt implementation, verified knowledge layers, and semantic markup to position community content for LLM discovery and citation.
