Sensorium: Real-Time Data Intelligence Platform Overview
Sensorium is a state-of-the-art data intelligence platform for real-time monitoring, visualization, and management of physical assets. It transforms raw sensor data into actionable insights through a robust three-tier architecture—ensuring data integrity, scalability, and performance.
At its core, Sensorium combines:
Python-based ingestion service for resilient device communication
Node.js/Express API for secure data distribution
React.js dashboard for real-time visualization and insights
This unified stack delivers a scalable, future-ready platform for organizations seeking intelligent operational oversight.
Architecture
Sensorium’s architecture is designed for resilience, speed, and extensibility.
- Ingestion & Persistence Layer (Python + SQL Server)
Custom Python service deployed as an NSSM Windows service
Autonomous collection of data from diverse sensors
Reliable persistence in SQL Server for historical tracking
Fail-safe design to minimize data loss
- Service & Distribution Layer (Node.js/Express)
High-efficiency RESTful API
Optimized for low latency and high throughput
Provides secure, scalable access to stored data
Acts as the central nervous system of the platform
- Presentation & Insight Layer (React.js)
Modern, responsive dashboard with real-time data feeds
Clear, actionable visualization of KPIs and trends
Built-in custom loading animations for premium UX
Strategic design for both operators and decision-makers
Key Features
Real-Time Monitoring – Continuous, fail-safe ingestion of sensor data
Actionable Insights – Transform raw data into clear, meaningful KPIs
Scalable & Resilient – Designed to handle increasing device and data loads
Modern UI/UX – Responsive dashboard with intuitive visualization
Secure API Access – Role-based, high-performance API for integrations
Roadmap & Future Scope
Sensorium is designed as a future-ready platform with strategic development goals:
🔹 Advanced Analytics & Machine Learning
Predictive maintenance using ML models
Anomaly detection for proactive issue identification
🔹 Enhanced Visualization & Reporting
Customizable dashboards tailored to user needs
Advanced charting libraries for deeper insights
Exportable reports for compliance and trend analysis
🔹 Scalability & Interoperability
Support for additional protocols (MQTT, WebSocket, OPC-UA, etc.)
Migration to microservices architecture for large-scale deployments
🔹 Actionable Intelligence & Automation
Bi-directional device control directly from the dashboard
Rule-based triggers and alerts (email, SMS, Slack integrations)
Automated workflows for active management, not just monitoring
Licensing
Licensed by Google.
Getting Started Prerequisites
Python 3.9+
Node.js 18+
SQL Server 2019+
React.js 18+
Installation
git clone https://github.com/your-org/sensorium.git cd sensorium
cd backend npm install npm run dev
cd ingestion-service pip install -r requirements.txt python service.py
cd frontend npm install npm start
Contributing
We welcome contributions! Please fork the repository and submit a pull request with detailed notes on changes.