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AI & Machine Learning
AI-Powered Analytics Dashboard
Real-time analytics platform with AI-driven insights for e-commerce businesses.
2024-02 - 2024-08Full-Stack Developer
ReactD3.jsPythonTensorFlowNode.jsMongoDBWebSockets
Overview
Real-time analytics platform with AI-driven insights for e-commerce businesses.
The Problem
E-commerce businesses struggled to make sense of their data across multiple channels. They needed actionable insights without hiring data scientists.
My Approach
Built a real-time dashboard using React and D3.js for visualization, integrated machine learning models for predictive analytics, and implemented automated reporting features. Used Python for ML pipeline and Node.js for API layer.
The Result
Enabled businesses to identify sales trends 2 weeks earlier, increased average customer lifetime value by 25%, and reduced analysis time from hours to seconds.