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Nuzhat F. Shaikh

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#artificial intelligence Preprint Aug 2026

An Open-Source, Event-Driven Pipeline for Cryptocurrency Market Data: Ingestion, Forecasting, and On-Chain Fraud Detection

A fully open-source pipeline that reproduces the behavior of a cloud-native, event-driven system -- file arrival triggering a message, a message triggering compute -- entirely on commodity hardware, using Apache Kafka and a filesystem-watching poller in place of managed cloud triggers is described.

B. S. Shaikh, M. Mascarenhas, Nuzhat F. Shaikh · 0 citations