I want to turn a set of functional specs into a production-ready web application focused on data analysis. The core of the product is threefold: interactive data visualisation so stakeholders can explore trends in real time, automated reporting that runs on a schedule and ships PDF/Excel outputs straight to their inboxes, and a predictive analytics layer that applies basic machine-learning models to forecast key metrics. The stack is flexible—React, Vue or another modern front-end coupled with a Node, Python or similar back-end will work as long as the final codebase is clean, documented and easy to extend. A relational database (PostgreSQL or MySQL) is preferred for storage, and the whole solution should deploy smoothly to a mainstream cloud provider. Deliverables • End-to-end web application (front-end + back-end) running in the cloud • Secure authentication with role-based access • Responsive dashboard with dynamic charts (e.g., D3.js, Chart.js or Plotly) • Report scheduler that exports to PDF/Excel and sends email notifications • Predictive module exposed through API endpoints and integrated into the UI • Unit tests plus concise setup & hand-over documentation Acceptance criteria • All three feature areas—data visualisation, automated reporting and predictive analytics—operate without errors on sample datasets. • A new developer can clone the repo, run one command to start a local instance and access the full feature set. • Code passes the provided test suite and meets standard linting rules. With clear specifications in hand and direct access to me for quick decisions, you can focus purely on building and iterating. Let’s get this application live.