Data Automation & Reporting Tool

This tool automates data extraction from a database and processes three CSV files. It cross-checks records against multiple controls and generates a comprehensive multi-sheet Excel report, reducing hours of manual work and ensuring data accuracy. Features: Automated Data Extraction: Connects to a database and extracts data using a custom Python script. CSV Cross-Validation: Loads and cross-checks data from three CSV sources. Multi-Sheet Excel Report: Generates an Excel file with: Summary Sheet: Count of records passing each control. Details Sheet: All records with corresponding control results. Additional Sheets: Control-specific detailed information. Error Handling & Logging: Robust error handling and logging to ensure traceability. Analytics: Provides summary and detailed analytics for quick business insights. Key Results: Reduced manual processing time from hours to minutes. Eliminated human errors and ensured data consistency. Delivered structured, ready-to-use reports for business needs. How It Works: Data Extraction: Extracts data from the database via a custom Python script. Data Processing: Loads and validates data from the extracted source and the three CSV files, applying multiple controls. Report Generation: Produces a multi-sheet Excel report with summary, details, and control-specific sheets. Output: Delivers ready-to-use Excel reports for business decision-making, automatically sent by email to the target recipient. Tech Stack Python: Core scripting and automation Pandas: Data processing and manipulation CSV & Excel: Data input/output SQL: Database extraction