Priya Kapadia

Principal engineer

Engineering team profile. Streaming posts on AI-DE Insights cover Apache Flink (DataStream API, CEP, exactly-once via 2PC), Spark Structured Streaming, and the watermark / RocksDB / backpressure decisions teams actually make. Replace with real bio when authoring identity ships.

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1 post by this author

StreamingMar 14, 20266 min read
The Reality of Streaming: When to Actually Use Apache Flink
Flink is extraordinarily powerful and extraordinarily complex. Most teams reach for it before they need it — and pay the operational price for years. A decision framework drawn from 14 production deployments.