Cloud-Native Data Pipeline

Scalable data processing pipeline for handling large-scale ETL operations with real-time streaming, batch processing, and data quality monitoring.

Jul 2023

Tech Stack

PythonApache SparkKafkaAirflowPostgreSQLMongoDBElasticsearchGrafanaPrometheusAWS EMRS3LambdaTerraformAnsible
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Overview

Scalable data processing pipeline with real-time streaming and batch processing capabilities.

Technical Details

  • •Apache Spark for distributed processing
  • •Kafka for real-time data streaming
  • •Airflow for workflow orchestration
  • •Multi-database support (PostgreSQL, MongoDB, Elasticsearch)
  • •Infrastructure as code with Terraform