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Aayushi Sinha

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Stay or Go? Predicting Customer Churn through Graph RelationshipsNODES 20252025-11-06
A production pipeline models customers, products, tickets and events in Neo4j + GDS and extracts graph embeddings plus features from community detection…
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Tracing the LLM Behaviour: Debugging and Evolving Agent Workflows with Neo4jNODES 20252025-11-06
A practical pipeline captures every agent event into a Neo4j graph of steps, tools, memories and outputs via a lightweight observer that emits Cypher inserts…
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