Vivekgana

RBAC/ABAC implementation patterns, least privilege access, row-level security, column masking, and access review workflows.

Automated compliance checks, continuous monitoring, reporting frameworks for GDPR, HIPAA, SOC2, and CCPA compliance.

Bronze/Silver/Gold layer design patterns and templates for building scalable data lakehouse architectures. Includes incremental processing, data quality checks, and optimization strategies.

Data product design patterns with contracts, SLAs, and governance for building self-serve data platforms using Data Mesh principles.

pytest fixtures and integration testing patterns for Spark applications, including DataFrame assertions and mock data generation.

Unity Catalog governance patterns, permissions models, security best practices, and policy enforcement for enterprise data governance.

Delta Sharing configuration, monitoring, and recipient management for secure cross-organization data sharing.