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Senior machine learning engineer specializing in fingerprint recognition, responsible for designing, implementing, and deploying ML models and pipelines in the fingerprint domain. Leads cross-functional efforts with hardware, software, and security teams to deliver production-grade biometric solutions. Drives model performance, reliability, and scalability, and mentors junior engineers. Partners with product and research teams to shape the technology roadmap and ensure robustness of biometric systems.