The rapid adoption of blockchain technology over the last decade has brought with it significant challenges, especially regarding scalability and transaction throughput. As more users and decentralized applications (dApps) join networks like Ethereum, congestion, high gas fees, and slower transaction times have become major bottlenecks. These issues threaten the mass adoption of blockchain...