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Build literature-aware retrieval and provenance infrastructure for scientific datasets, code links and multimodal paper navigation.

Run calibration cohorts for structured reviews, moderation quality and trust measurement in networked science products.

Lead a graph-native discovery program spanning entity resolution, retrieval quality and trust-aware product instrumentation.