vivekgana
@vivekgana
Public Skills
access-management
by vivekgana
RBAC/ABAC implementation patterns, least privilege access, row-level security, column masking, and access review workflows.
data-products
by vivekgana
Data product design patterns with contracts, SLAs, and governance for building self-serve data platforms using Data Mesh principles.
MLflow Tracking Skill
by vivekgana
Databricks MLflow Guide
compliance-automation
by vivekgana
Automated compliance checks, continuous monitoring, reporting frameworks for GDPR, HIPAA, SOC2, and CCPA compliance.
data-classification
by vivekgana
Data classification strategies, tagging frameworks, sensitivity levels, and automated classification patterns for Unity Catalog.
Feature Engineering Skill
by vivekgana
Feature Store Documentation
testing-patterns
by vivekgana
pytest fixtures and integration testing patterns for Spark applications, including DataFrame assertions and mock data generation.
ML Monitoring Skill
by vivekgana
Lakehouse Monitoring
cicd-workflows
by vivekgana
GitHub Actions and CI/CD patterns for Databricks, including automated testing, deployment, and quality gates.
unity-catalog-governance
by vivekgana
Unity Catalog governance patterns, permissions models, security best practices, and policy enforcement for enterprise data governance.
data-quality
by vivekgana
Comprehensive data quality patterns using Great Expectations, DLT expectations, and custom validators for ensuring data reliability and trust.
Model Serving Skill
by vivekgana
Model Serving Documentation
databricks-asset-bundles
by vivekgana
Modern deployment with Databricks Asset Bundles (DAB), supporting multi-environment configurations and CI/CD integration.
delta-live-tables
by vivekgana
Delta Live Tables (DLT) pipeline patterns and examples for building declarative, self-healing data pipelines with automatic quality enforcement and lineage tracking.
delta-sharing
by vivekgana
Delta Sharing configuration, monitoring, and recipient management for secure cross-organization data sharing.
medallion-architecture
by vivekgana
Bronze/Silver/Gold layer design patterns and templates for building scalable data lakehouse architectures. Includes incremental processing, data quality checks, and optimization strategies.