The realm of computational science stands at the precipice of an unprecedented evolution. Revolutionary quantum technologies are emerging as the basis of next-generation processing abilities. The realm of quantum algorithm development has indeed transformed dramatically over recent years, setting up novel frameworks for computational problem-solvi