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Automated reporting workflows for operational analytics
Manual reporting processes consumed significant time and resources. Multiple departments needed consistent, timely reports but relied on repetitive manual data extraction and formatting.
Built an integrated automation suite combining SQL queries for data extraction, Python scripts for processing, VBA macros for Excel formatting, and Power BI for interactive reporting.
Designed the automation architecture, developed Python scripts for data processing, created VBA macros for Excel automation, and built Power BI dashboards for visualization.
SQL queries for data extraction from enterprise databases
Python pandas for data cleaning and transformation
VBA macros for Excel report formatting and automation
Power BI dashboards with scheduled refresh
Automated email distribution using Python smtplib
Integration of multiple tools creates robust automation
Stakeholder requirements drive effective report design
Error handling is critical for production automation