The challenge
Operational reporting frequently begins with fragmented source data, manual preparation and business rules that exist only in people’s memory.
Connect logic, quality and presentation
I connect source logic, quality controls, transformation and presentation so that the final dashboard or report is supported by a transparent system.
Data qualityRules, validation and consistent definitions close to the source.
AutomationRepeatable workflows that reduce manual preparation.
AnalyticsFocused measures built around operational decisions.
DocumentationBusiness logic made explicit and maintainable.
A stack built around the source
Typical work combines database logic, Python-based transformation and business-intelligence tools. The exact choice depends on the source, delivery environment and people using the output.
SAP HANASQLSQL
Python
pandas
Power BI
Tableau
Excel