-42%
Downtime Reduction
IoT & OperationsRVM Infrastructure
RVM IoT Fleet Telemetry & Operations Dashboard
An enterprise fleet management platform designed for RVM network operators. It ingests real-time telemetry streams from machine sensors, monitors storage bin capacities, triggers automated alerts for maintenance technicians, and optimizes collection truck routes based on live fill percentages.
Next.jsTypeScriptGoTimescaleDBMQTTDockerGrafanaAWS IoT Core
Measurable Outcomes & Key Metrics
+30%
Route Efficiency
500+
Monitored RVM Units
5M+
Daily Data Points
Key Capabilities & Features
System Architecture & Core Functionality
Real-time WebSocket monitoring dashboard tracking machine health, power, and storage capacity
Automated logistics alert system dispatching collection trucks when RVM fill exceeds 85%
Predictive hardware diagnostics forecasting motor, sensor, and printer maintenance needs
Geospatial fleet map with color-coded operational status indicators
Custom reporting tools for municipality and environmental compliance audits
Engineering Impact
What We Achieved & Delivered
- Built resilient MQTT telemetry pipeline handling continuous status pings from 500+ RVM machines.
- Decreased machine operational downtime by 42% through predictive fault alerting.
- Optimized waste collection truck routes, reducing logistics fuel consumption and operational costs by 30%.
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