Overview
EnergyDash is an analytics platform designed to empower individuals to understand and optimize their household electricity consumption. Integrating real-time data via an API from power providers, it translates complex usage metrics into actionable insights.
Technical Implementation
The back-end of the application leverages AWS Lambda for serverless computation and Kinesis for real-time data streaming. A regression model built with Scikit-Learn analyzes consumption patterns, while the front-end visualization is constructed with Plotly.
Impact and Value
EnergyDash provides a tailored user experience, enabling households to identify inefficiencies and take control of their energy spending. Through sophisticated analysis and user-friendly visualization, the platform contributes to sustainable living and cost savings.