CBC2 — Cloud-Based Command and Control

Overview

CBC2 is a cloud-based command and control platform developed under contract for SAIC. I own the ML-powered aircraft trajectory prediction microservice — ingesting live positional telemetry and running inference to surface predictive overlays for operators. I also own the observability stack (Grafana dashboards + Prometheus metrics) and built the frontend bridge that surfaces prediction data in the operator UI. Note: technical details are limited due to the government-contracted nature of this work.

Key Features

• •ML aircraft trajectory prediction microservice consuming live telemetry
• •Grafana + Prometheus observability stack for system health monitoring
• •Frontend bridge surfacing prediction overlays in the operator UI
• •Containerized microservice architecture deployed in a classified environment

Challenges

Designing a real-time ML inference pipeline that meets strict latency requirements in a government-contracted, security-constrained environment — while keeping the observability layer transparent enough for operators to trust the system.

Outcomes

Active in production. Prediction overlays are now part of the operator's standard tooling, and the Grafana dashboards have reduced system investigation time significantly.