🛰️ AceGuardian

Sovereign RF Monitoring. Built in Quesnel, BC.

Who We Are

AceGuardian is a sovereign RF anomaly detection network built from the ground up on consumer hardware. We started in Quesnel, British Columbia—a mountain valley surrounded by hills and forest—where satellite signals behave differently than textbooks say.

We built the Alpha Node to understand what's in the RF spectrum around us. What started as a hobby became a validated machine learning system that detects interference, hardware faults, and anomalies in NOAA satellite signals with 86.7% accuracy and 100% recall.

What We Built

The Alpha Node runs on a Raspberry Pi and RTL-SDR (~$115 total). It captures satellite passes autonomously, extracts 21 spectral and time-domain features, and uses a one-class SVM to detect anomalies in real time. The system self-heals (USB resets, health checks) and runs entirely offline. No cloud. No subscriptions. No third-party data.

Our Ryzen hub collects anonymized data from nodes, analyzes patterns with Llama 3.1 8B, and provides a live dashboard. This is the first validated, reproducible ML anomaly detection system for consumer-grade satellite ground stations.

The Results

• ✅ Validated in Quesnel, BC mountain valley terrain
• ✅ 1 active node, growing network
• ✅ First reproducible ML system for consumer SDR

Our Mission

To democratize spectrum monitoring. Anyone with $115 in hardware should be able to know what's in their RF environment—without relying on expensive equipment or centralized systems.

We sell licenses and hardware kits to fund the network. Data shared by node operators helps build interference maps that benefit everyone.

📡 Live Network Status

Questions? paul@aceguardianaipro.com

AceGuardian | Built in Quesnel, BC | 2026