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# 🛰️ CommandX: Mission-Critical Orbital Control & ML Observability
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[![Flight Ready](https://img.shields.io/badge/Status-Flight_Ready-success?style=for-the-badge&logo=spacex)](file:///c:/Users/pooja/Downloads/CommandX-main%20%287%29/CommandX-main/docs/TECHNICAL_DEEP_DIVE.md)
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[![ML Ops](https://img.shields.io/badge/Engine-Streaming_ML_v2-blue?style=for-the-badge)](file:///c:/Users/pooja/Downloads/CommandX-main%20%287%29/CommandX-main/ml/models.py)
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[![Flight Ready](https://img.shields.io/badge/Status-Flight_Ready-success?style=for-the-badge&logo=spacex)](docs/TECHNICAL_DEEP_DIVE.md)
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[![ML Ops](https://img.shields.io/badge/Engine-Streaming_ML_v2-blue?style=for-the-badge)](commandx/ml/models.py)
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CommandX is a professional-grade mission-control stack for satellite constellation management. It bridges the gap between high-precision orbital physics and industrial-grade observability, featuring a **Tactical Dark Mode** design system and a **Streaming ML Inference Engine**.
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## 📖 **Technical Documentation**
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- **[System Architecture & ML Deep-Dive](file:///c:/Users/pooja/Downloads/CommandX-main%20%287%29/CommandX-main/docs/TECHNICAL_DEEP_DIVE.md)**: Mathematical logic, data schemas, and pipeline design.
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- **[Telemetry Data Model Snapshot](file:///c:/Users/pooja/Downloads/CommandX-main%20%287%29/CommandX-main/docs/samples/telemetry_snapshot.json)**: Sample high-frequency telemetry payload.
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- **[Production Deployment (K8s/Docker)](file:///c:/Users/pooja/Downloads/CommandX-main%20%287%29/CommandX-main/docker-compose.yml)**: Orchestration for distributed mission environments.
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- **[System Architecture & ML Deep-Dive](docs/TECHNICAL_DEEP_DIVE.md)**: Mathematical logic, data schemas, and pipeline design.
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- **[Telemetry Data Model Snapshot](docs/samples/telemetry_snapshot.json)**: Sample high-frequency telemetry payload.
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- **[Production Deployment (K8s/Docker)](docker-compose.yml)**: Orchestration for distributed mission environments.
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For a deep-dive into the mathematical models, GNC logic, and streaming ML architecture, see the following:
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- **[Technical Architecture Deep-Dive](file:///c:/Users/pooja/Downloads/CommandX-main%20%287%29/CommandX-main/docs/TECHNICAL_DEEP_DIVE.md)**: Detailed breakdown of the EKF, Isolation Forest, and Ridge Regression implementations.
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- **[Data Model & Schema](file:///c:/Users/pooja/Downloads/CommandX-main%20%287%29/CommandX-main/docs/samples/telemetry_snapshot.json)**: JSON schema and example payload for satellite telemetry.
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- **[Walkthrough of Professionalization](file:///c:/Users/pooja/.gemini/antigravity/brain/10ca3ab7-2406-45dd-878a-67006f9f26ab/walkthrough.md)**: Summary of the recent engineering upgrades.
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- **[Technical Architecture Deep-Dive](docs/TECHNICAL_DEEP_DIVE.md)**: Detailed breakdown of the EKF, Isolation Forest, and Ridge Regression implementations.
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- **[Data Model & Schema](docs/samples/telemetry_snapshot.json)**: JSON schema and example payload for satellite telemetry.
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