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Build and operate scalable batch and streaming pipelines, data products, and AI-facing integration layers to power analytics and Agentic AI. Implement data modeling, quality, monitoring, governance, and prepare structured/unstructured data for ML and generative AI while collaborating with AI, platform, and infrastructure teams.