Quantum technology addresses more and more complex obstacles that traditional approaches struggle to solve efficiently. Quantum technologies provide promising solutions to computational bottlenecks that have long persisted for years. The crossroads of quantum physics and computer science is paving the way for new pathways for advancement. Machine