TADS
Telemetry anomaly detection for satellites
A serverless service that ingests satellite telemetry in real time, detects anomalies against thresholds, and manages alerts.
Project Overview
Client
Side project
Timeline
May 2025
Role
Builder
Technologies
TypeScriptAWS LambdaServerless Framework
The challenge
Satellite links are uneven. Some passes give a steady, low-bandwidth stream; others arrive as periodic high-bandwidth bursts. An anomaly detector has to handle both without dropping data.
The solution
Connectors for both kinds of link, a buffering and processing service, threshold-based anomaly detection, and a monitor service for configurable alerts, deployed as AWS Lambda functions. It builds on the telemetry and anomaly detection work I led at Leanspace.