Siddhali is currently pursuing a Ph.D. specializing in the applications of Artificial Intelligence in Colour Forecasting. Her design journey began with a Bachelor's degree in Fashion Media Communication from Pearl Academy, Delhi, followed by a Master's in Fashion Trend Forecasting from Polimoda, Italy. Her professional experience spans roles as a journalist, stylist, costumes director and fashion writer, where she extensively covered industry trends and insights. Additionally, she served as the Communications Manager for SUKETDHIR, a luxury menswear label, where she honed her expertise in brand communication and management. Presently, she is engaged in academia, teaching courses such as Fashion Forecasting, Fashion Studies, and Fashion Appreciation. Her research is deeply rooted in the fascinating intersection of fashion and technology, where she explores innovative approaches outlining the fashion future. This unique blend of fashion expertise and technological acumen defines her academic and professional pursuits.