Apocalypse Early Warning System

Year: 2026

Client: IYOIYO / Kyle McDonald

Technology: data science, public-flight-data research, ADS-B Exchange heatmaps, anomaly detection, statistical baselining, SQLite, web dashboard development

Description

A realtime public-data dashboard that tracks unusual business-jet activity as a speculative early-warning signal for geopolitical crisis.

IYOIYO was responsible for the data science, research, algorithm implementation, and site development. The work combines public aircraft metadata, ADS-B Exchange heatmap files, historical baselining, anomaly detection, SQLite storage, and a public dashboard with archive, map, RSS, and Telegram notification features.