testing practices , architectural patterns , System Design, Coding Standards, Software Development, Distributed Systems, Apis, semantic search, GraphRAG, ontologies, schema governance, AI-enabled platform capabilities, integration solutions, evidence-based reasoning, AI-driven systems, semantic models, Retrieval pipelines, embeddings, RAG, versioning practices, hybrid search, taxonomies, knowledge graphs, knowledge bases, Knowledge Representation, data systems, Data Validation

Spark, Sql, Azure Databricks, Python, Mosaic AI, AI Playground, Unity Catalog, AI Functions, Agent Framework, Delta Lake

snowflake , Sql, Oracle, Data Quality, Python, Data Governance, Kafka, dbt, Snowflake Cortex