As technology rapidly advances, so does the need to ensure secure and trustworthy digital interactions. Identity verification has Universal digital identity goals by UN and World Bank become a cornerstone of online security, protecting individuals and organizations from fraud, cybercrime. Early methods relied on static identifiers, such as username