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Delta Lake & Storage

Design resilient data lakehouse foundations with ACID transactions, schema evolution, and time travel capabilities for enterprise data reliability.

  • Open-source Delta Lake with automatic optimization and Z-ordering
  • Multi-cloud storage strategies with liquid clustering for performance
  • Data versioning and rollback capabilities for audit and compliance

Unity Catalog Governance

Implement comprehensive data governance with fine-grained access controls, automated lineage, and centralized metadata management.

  • Unified governance across structured, unstructured, and streaming data
  • Row and column-level security with dynamic data masking
  • Automated data classification and PII detection

Apache Spark & Computing

Optimize Spark clusters for cost and performance with autoscaling, spot instance strategies, and workload-specific compute configurations.

  • Photon vectorized query engine for 3x performance improvement
  • Serverless compute for instant scaling and cost optimization
  • Multi-language support: Python, Scala, SQL, R, and Java

MLflow & MLOps

Production-ready machine learning operations with experiment tracking, model registry, and automated deployment pipelines.

  • End-to-end ML lifecycle management with version control
  • A/B testing and model monitoring in production environments
  • Feature stores for consistent feature engineering and reuse

SQL Analytics & BI

High-performance SQL analytics with serverless compute, integrated dashboards, and seamless BI tool connectivity for self-service analytics.

  • Databricks SQL with serverless warehouses for instant query execution
  • Native integration with Tableau, Power BI, and Looker
  • Real-time dashboards with automatic refresh and alerting

Delta Live Tables

Declarative ETL pipelines with automatic data quality monitoring, lineage tracking, and error handling for reliable data transformations.

  • Auto-scaling streaming and batch ETL pipelines
  • Built-in data quality expectations and monitoring
  • Visual pipeline monitoring with automatic error recovery

Structured Streaming

Real-time stream processing with exactly-once guarantees, watermarking, and low-latency analytics for operational intelligence.

  • Kafka, Kinesis, and Event Hub connectors for multi-cloud streaming
  • Stateful stream processing with tumbling and sliding windows
  • Real-time anomaly detection and alerting capabilities

Partner Ecosystem

Integrate with leading cloud services, BI tools, and data platforms through native connectors and APIs for comprehensive data ecosystems.

  • Native cloud integrations: AWS, Azure, GCP services
  • Enterprise connectors for SAP, Salesforce, Oracle, and legacy systems
  • Open APIs and REST endpoints for custom integrations