AI-Powered Analytics Dashboard

Project Overview

Real-time analytics platform leveraging artificial intelligence to provide actionable insights, predictive analytics, and automated reporting capabilities for enterprise data analysis.

Vue.js Python TensorFlow AWS
Analytics Dashboard Preview
Real-time Analytics Screenshot Predictive Analytics Screenshot Data Visualizations Screenshot Automated Reports Screenshot

Key Features

Real-time Data Processing
Predictive Analytics
Interactive Visualizations
Automated Reporting
Custom Dashboards
Data Integration
Alert Management
Export Capabilities

Technical Challenges & Solutions

Real-time Processing

Implemented stream processing architecture to handle millions of data points per second with sub-second visualization updates.

AI Integration

Developed custom machine learning models for anomaly detection and predictive analytics with automated model retraining.

Data Visualization

Created high-performance interactive visualizations capable of rendering large datasets without compromising user experience.

Technical Stack

Frontend

  • Vue.js
  • D3.js
  • WebGL
  • WebSockets

Backend

  • Python
  • FastAPI
  • TensorFlow
  • Apache Kafka

DevOps

  • AWS
  • Docker
  • Kubernetes
  • Prometheus