Weaver was introduced to alternative materials and raw fibers while working as a Student Researcher for the Healthy Materials Lab. Later, as an exchange student at Konstfack University in Stockholm, she developed a fine art practice, including life drawing, sculpture, and textile arts. She went on to be studio assistant for Studio Claudy Jongstra, where she honed her skills with fiber arts.