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Space / Defense
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Space Force Data Visualization Hub
Cloud-native platform delivering real-time space situational awareness through 3D visualization, AI-powered analytics, and comprehensive satellite tracking.
Core Capabilities
- 3D Orbital Visualization — Interactive 3D Earth model with real-time satellite tracking, orbital path projection, and velocity vectors
- AI-Powered Analytics — ML-based anomaly detection, collision prediction, and automated feature detection from satellite imagery
- Real-Time Telemetry — Live satellite health monitoring with automated alert generation
- Embedded AI Assistant — Natural language interface powered by AWS Bedrock with RAG pipeline
AI Features
- Orbital Anomaly Detection — ML-based detection of unusual satellite behaviors and unexpected maneuvers
- Collision Prediction — 72-hour prediction window with probability calculations and avoidance recommendations
- Automated Feature Detection — Geographic feature extraction, cloud/storm detection from NOAA GOES satellites
- Context-Aware AI Chat — Natural language queries with real-time satellite data integration
Technology Stack
AWS App Runner
AWS Bedrock
Amazon Nova Pro
Three.js
React Three Fiber
Deck.gl
React 18
TypeScript
Node.js
WebSocket
DynamoDB
Data Sources
- Space-Track.org — Real-time TLE data for 50+ satellites, conjunction warnings
- NOAA GOES Satellites — Real-time weather imagery (GOES-16, 17, 18), multiple spectral bands
- Ready for integration with Sentinel-2/Landsat imagery and ground station telemetry
Security & Reliability
- AWS Cognito authentication with JWT tokens and MFA support
- TLS 1.3 encryption for all communications
- Rate limiting and input validation on all API endpoints
- Auto-scaling (1-25 instances) with health monitoring
- CloudWatch integration for metrics and audit logging
Technical Highlights
- Cloud-Native — Built for AWS with managed services for reliability
- AI-First Design — Embedded AI assistant, ML-powered anomaly detection
- Real-Time Performance — WebSocket-based live updates, 60 FPS 3D visualization
- Extensible Platform — Modular architecture, RESTful API for integrations