CNC gantry registration
A vision-assisted workflow for aligning large-format CNC operations with real material and real machine constraints.
Engineering that reaches the real world
Hardware, data, and software—working together.
Falling Star Systems builds practical tools across embedded systems, machine vision, industrial controls, and self-hosted infrastructure.
EmbeddedConnected devices and sensing
AutomationControls and machine workflows
SoftwareFast, maintainable tools
Selected work
Projects are treated as complete systems: measurement, control, software, deployment, and the person who has to use it.
ESP32 data pipeline
Sensor data moves through MQTT and Node-RED into InfluxDB, with Grafana turning it into useful operating history.
Private service stack
Containerized tools, remote access, monitoring, and resilient recovery on a compact Oracle Cloud server.
Capabilities
Focused on systems that cross boundaries: physical and digital, prototype and production, local control and remote visibility.
Embedded systemsESP32, sensors, communications
Machine visionRegistration, calibration, inspection
Industrial controlsCNC workflows, instrumentation
Data systemsMQTT, time-series data, dashboards
Technical softwarePurpose-built desktop and web tools
InfrastructureLinux, containers, private networking
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