I will build real time data pipelines using kafka pyspark

In modern data architectures, batch processing isn't fast enough. If your business needs to process, clean, and analyze high-velocity data streams the microsecond they arrive, you need a resilient, horizontally scalable streaming engine.

I specialize in architecting production-grade, real-time data streaming pipelines using Apache Kafka and PySpark Structured Streaming. I build architectures that process millions of events without dropping a single record.

️ What I Bring to Your Data Stack:

• High-Throughput Streaming: End-to-end pipeline design matching Kafka producers to Confluent Cloud configurations.

• Data Integrity: Enforcement of rigid schema validation via PySpark StructType to intercept malformed records before they corrupt downstream systems.

• Fault-Tolerant Architectures: Implementation of Spark Checkpointing to ensure exactly-once delivery semantics even during sudden worker failures.

• Database Write Optimization: Fine-tuning high-concurrency connections for serverless target databases like Neon PostgreSQL.

Please message me before placing an order so we can look at your data schemas, throughput volumes, and destination targets. Let's make your data liv