Experience

Hands-on work across warehouse operations and reporting

Relevant examples of investigating, restoring and improving data warehouse processes without exposing client systems or confidential details.

Cube processing and rollover

Restored broken multidimensional cube processing

Investigated failed SSAS MOLAP cube processing in a RED-managed warehouse and reconstructed an undocumented annual rollover process. The work required tracing dependencies, validating warehouse data and restoring a reliable operational sequence.

  • WhereScape RED
  • SQL Server
  • SSAS MOLAP
  • Operational recovery
Data discrepancy investigation

Traced unexpected data from source to report

Followed questionable values through source tables, RED processes, warehouse objects, cubes and reports. The result was a clear account of where the discrepancy entered the flow, what downstream outputs were affected and which data could be relied on.

  • Data lineage
  • Repository analysis
  • SSRS
  • Power BI
Job and metadata analysis

Investigated RED failures using logs, metadata and deployed SQL

Used execution evidence and repository information to separate the reported failure from its underlying cause. This included comparing RED definitions with deployed database objects and identifying where environment or code differences affected processing.

  • Job failures
  • Scheduler
  • Metadata
  • T-SQL
Reporting and delivery support

Supported reporting while improving upstream reliability

Worked across Power BI, SSRS and warehouse processes to resolve reporting issues, support data extraction and explain technical findings to users and delivery teams. The emphasis was practical resolution, clear communication and maintainable follow-up.

  • Power BI
  • SSRS
  • SQL Server
  • Stakeholder support

Technical scope

Capabilities brought into an engagement

  • WhereScape RED 8.x administration
  • SQL Server data warehouse support
  • ETL and ELT troubleshooting
  • Repository and metadata analysis
  • SSAS, SSRS and Power BI
  • Source-to-report tracing
  • Business and technical analysis
  • Documentation and knowledge transfer

Independent consulting

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