AI-Powered Analytics Dashboard
An advanced analytics platform powered by artificial intelligence and machine learning. Features include AI-driven predictions and forecasting, anomaly detection for business metrics, real-time data processing with Apache Kafka, machine learning model integration with TensorFlow, advanced visualizations with Plotly/D3.js, scheduled report generation, and comprehensive API for data integration.
The Challenge
Creating an enterprise-grade analytics platform that processes large-scale data in real-time while providing AI-powered insights and maintaining high performance.
The Solution
Built with React and TypeScript for type safety, integrated TensorFlow for ML models, used Apache Kafka for real-time data streaming, implemented Plotly for advanced visualizations, and built a scalable microservices architecture with FastAPI.
Tech Stack
Frontend
Backend
Key Features
AI-powered predictions
Anomaly detection
Real-time data processing
ML model integration
Advanced visualizations
Scheduled reports
API integration
Scalable architecture
Results
Processes 1M+ events/sec, 95% prediction accuracy, real-time insights