Intelligence Data Pipeline

A lightweight, intelligence-style data pipeline that simulates aircraft telemetry data processing for defense and aerospace applications. It generates synthetic aircraft telemetry for multiple flights, performs feature engineering and IsolationForest-based anomaly detection, stores scored results in SQLite, and exposes results via a FastAPI JSON API and an HTML dashboard. Includes pytest tests and GitHub Actions CI.

Tech Stack

  • Python
  • FastAPI
  • Pandas
  • SQLite
  • scikit-learn
View on GitHub

Live Demo: Here