Design and build Kafka-based streaming applications (Kafka Streams/ksqlDB) in Scala/Python for transformation, enrichment, and routing. Implement end-to-end streaming pipelines: producers, stream processors, and consumers with strong data quality, idempotency, and DLQ patterns. Model topics, schemas