Güldeniz is an AI Engineer with five years of experience across telecommunications and search, having worked at companies including Insider One and TurkNet. She holds a degree in Astronomy and Space Sciences and is currently building her own venture, Preflight. An active community contributor, she organizes tech events and workshops and regularly delivers talks and hands-on sessions in Türkiye.