Use this when you need an audit, pipeline build/fix, AI-ready data work, or recurring data engineering support.
Analytics, RAG, search, AI-ready data, and cloud pipelines
AWS/Azure, Databricks, Snowflake, Fabric, costs, quality, governance
Clean, model, govern, embed, and expose data for AI workflows
Recurring help for debugging, decisions, reviews, and delivery