We are looking for an experienced web developer with expertise in AI/ML to build an interactive platform for sales forecasting and financial insights. The platform should leverage pre-trained models or integrate with available datasets to deliver accurate, actionable predictions for users.
Platform Features: Landing Page: Professional design with an overview of features.
Interactive graphs or visuals showcasing real-time trends.
Interactive Dashboard:
Input Parameters: Allow users to input/select data (e.g., time range, product category, region).
Forecast Visualization: Display real-time graphs, charts, and confidence intervals for predictions.
Scenario Analysis: Sliders/buttons for adjusting variables like marketing spend or pricing, updating predictions dynamically.
Actionable Insights: Highlight recommendations based on model outputs (e.g., "Increase marketing in Region A").
AI-Powered Insights Section: Show dynamic metrics like growth trends and best-performing product lines.
How It Works Page: Visualize the workflow from data collection to prediction generation with animations/flowcharts.
Call-to-Action Section: Options to request demos or consultations for businesses.
Technical Requirements: Pre-trained machine learning models for sales and financial forecasting (e.g., TensorFlow, PyTorch, scikit-learn).
Integration with public or private datasets for historical trends and predictions.
Cloud-based infrastructure (AWS, Google Cloud, Azure) for scalability and performance.
Backend technologies like Node.js or Python (preferred frameworks: Flask/Django for Python).
Frontend using modern technologies like React.js, Vue.js, or Angular.
Database integration for storing user input and results (e.g., PostgreSQL, MongoDB).
Expected Deliverables: Fully functional web platform with a polished user interface.
Pre-trained or fine-tuned models integrated for predictions.
Interactive, real-time graphs and scenario analysis features.
Documentation for maintaining/updating the platform.
Deployment on a cloud platform.
Additional Notes: Open to using APIs or third-party tools to enhance functionality. The platform must be secure, scalable, and intuitive for end-users.
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