Web 3.0, the third generation of the internet, represents a paradigm shift towards decentralization, leveraging cutting-edge technologies such as machine learning (ML), Big Data, and decentralized ledger technology (DLT). Originally named the Semantic Web by Tim Berners-Lee, the inventor of the World Wide Web, Web 3.0 envisions a more autonomous, intelligent, and open internet. At…