Senior hands-on ML role designing and deploying deep learning models for biometric anti-spoofing — face liveness, presentation/injection attack and deepfake detection — at an identity-verification company serving banks, fintechs and public institutions. Covers the full ML lifecycle from architecture and training through mobile/edge production deployment, plus mentoring and research direction.
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