Bridging biometric theory, product claims and real implementation constraints.
Hands-on experience across capture, matching, onboarding, evaluation, integration and field reality - without heavy pre-sales packaging. Focused on surfacing what matters early, de-risking difficult decisions and helping teams move with clarity.
