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Build production backend systems that ingest and normalize sensor and hardware data, develop tracking and sensor-fusion capabilities, design services and data pipelines, integrate imperfect real-world feeds, deploy and test in classified/unclassified environments, and collaborate with product, platform, and operational stakeholders to improve reliability and observability.