As digital banking continues to scale, users expect seamless access without compromising security. However, traditional authentication methods—such as passwords and OTPs—often introduce friction, delays, and vulnerabilities. This project focused on rethinking the authentication experience by implementing multi-factor biometric verification, combining convenience with strong security controls. By integrating fingerprint and facial recognition with adaptive, risk-based authentication, the solution reduced dependency on manual inputs, improved login success rates, and strengthened protection against fraud. The approach ensured that security remained robust while the user experience stayed fast, intuitive, and minimally intrusive.