Mandana has nearly 20 years of experience in marketing and product, with over a decade in leadership roles. They have successfully led growth teams in achieving aggressive targets. Most recently, at Skillshare, they pitched and executed a cross-functional initiative to build an information architecture strategy and update the taxonomy for a catalog of 27,000 classes. They began building information architecture (IA) strategies for clients in 2017 while managing operations at a boutique digital agency, carrying this expertise forward in subsequent product and marketing roles. With deep expertise in SEO, content marketing, strategy, and building taxonomy systems, Mandana is keen on combining these strengths to develop ontologies and knowledge graphs essential for powering AI product development and future innovations.