Data & AI

Real-Time Data Pipeline

High-throughput data processing system handling 10M+ events daily with sub-second latency for real-time analytics and decision making.

Timeline: 4 months10x throughput increase

The Challenge

Existing data pipeline couldn't handle the scale and was causing delays in business insights, leading to missed opportunities and slow decision-making.

Our Solution

Designed and implemented a modern data pipeline using Kafka for streaming, Snowflake for warehousing, and Airflow for orchestration with comprehensive monitoring and alerting.

Impact & Results

  • 99.9% uptime achieved
  • 10x increase in throughput
  • Real-time data processing under 100ms
  • 50% reduction in data processing costs

Technology Stack

  • Python
  • Kafka
  • Snowflake
  • Airflow
  • dbt

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