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Lead a hands-on platform engineering team building data ingestion, lakehouse, ontology, computational knowledge graph, and AI services. Own architecture, write code, establish quality and reliability standards, and support multi-tenant SaaS, customer-cloud, on-premise, and air-gapped edge deployments. Partner with product, security, and cloud operations while mentoring engineers and driving roadmap and release planning.