Ayliah Fani is a skilled Data Scientist with experience at Featurespace and Rolls-Royce, where technical ownership of various customer projects and the development of a sustainability platform were primary responsibilities. Ayliah's background includes the creation of a knowledge graph toolset utilizing NLP and transformer-based models to enhance literature analysis in the aerospace sector. Additional roles ranged from managing operations at Lilia during growth phases to engineering internships focused on design and environmental consultation. Ayliah holds a Master of Science in Data Science from City, University of London, and a Bachelor of Engineering in Materials Engineering from McMaster University, complemented by participation in language immersion and cultural programs at prestigious institutions.