Overview
Designed and implemented a modern data analytics platform for a leading energy sector organization, replacing legacy batch processing with near-real-time analytics capabilities.
Key Components
- Data Ingestion: Apache Kafka for streaming data from trading systems
- Processing: Apache Spark on EMR for transformation and enrichment
- Storage: Amazon Redshift for analytical queries
- Visualization: Tableau dashboards for operational insights
Business Impact
- Trading desk could respond to market changes 60% faster
- Automated reporting reduced manual effort by 80%
- Unified view of operations across previously siloed systems