Abstract: The research describes a real-time ETL system which performs data validation and automation through Shell scripting and MySQL database integration and Zapier email notification automation.

The codebase is organized around reusable components, centralized database connection logic, and clear request flows that make it easy to extend and maintain.

A comprehensive electricity billing and payment management system built with Laravel. This application allows administrators to manage customers, track electricity usage, process payments, and ...