Data Engineering
Data That Flows. Pipelines That Scale.
Enterprise data architecture. ETL/ELT pipelines. Data lakes and warehouses. Real-time streaming. Data quality frameworks.
Data Architecture Patterns
Modern data stacks
Data Lake
Technologies
SnowflakeS3/GCSDelta LakeIceberg
Raw data storage, exploration, experimentation
Data Warehouse
Technologies
SnowflakeBigQueryRedshiftdbt
Structured analytics, BI, reporting
Real-Time Streaming
Technologies
KafkaApache FlinkSpark StreamingKinesis
Event processing, real-time analytics, alerting
Services
End-to-End Data Solutions
Data Integration
Connect 50+ data sources. CDC-based pipelines. Real-time sync.
Data Quality
Schema validation, anomaly detection, reconciliation. Data governance.
Semantic Layer
dbt models. Self-service analytics. Dimension tables and metrics.
Observability
Pipeline monitoring, SLAs, alerting. Data freshness guarantees.