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Senior ML/AI scientist responsible for defining and driving advanced research and scalable production systems. Leads cross-functional teams, mentors scientists and engineers, and shapes product strategy through rigorous modeling and experimentation. Owns end-to-end ML lifecycle from problem framing to deployment, emphasizing impact, reliability, and stakeholder communication.