Quantum technology stands as a major innovative area. The field includes numerous approaches to harnessing quantum mechanical principles for computing progress. The fusion of classical and quantum resources via quantum-classical hybrid methods represents a practical pathway leading to attaining quantum computational benefits in the foreseeable fut