Scientific societies worldwide are witnessing remarkable advances in quantum-based computational systems. These engineering innovations are ready to change industries extending from pharmaceuticals to financial modeling. The terrain of quantum algorithm development has transformed significantly over the past few years, setting up novel frameworks