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With 5+ years of experience in AI-powered biometric authentication, digital identity, and human-centered design, I build products people can trust and organizations can confidently scale.

Deployed biometric authentication with automated payroll systems, proving trusted systems could connect without eroding confidence in either, improving 1,270 hours of productivity with 0 false charges (KFTC)