Quantum technology positions itself as a major technological area. The domain encapsulates varied strategies to leveraging quantum mechanical principles for computing progress. The merge of classical and quantum resources via quantum-classical hybrid techniques marks a practical pathway toward achieving quantum computational benefits in the near f