AID Edge Inc. – Quantum Intelligence Laboratory

Advancing the Future of AI-Driven Solutions

Relentlessly Pushing the Boundaries of Connectivity, with Responsibility and Purpose.

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💡 Empowering AI. Transforming Industries. 🚀

Welcome to the Quantum Intelligence Lab at AID Edge Inc., where we redefine the possibilities of AI by delivering next-generation solutions to empower the world’s most ambitious enterprises. Our expertise spans scalable, real-time edge AI frameworks that revolutionize connectivity with sub-millisecond latency, NanoML acceleration that brings unprecedented efficiency to IoT and embedded systems, and FusionAI adaptive networks that transform hybrid learning with unmatched scalability and intelligence. We don’t just develop technology—we create the future, delivering innovations that drive industries like telecommunications and aerospace to the next frontier.

We prioritize confidentiality and security in all our projects. To maintain this, our repositories are private, ensuring our solutions and intellectual property remain secure. Here’s how we operate:

• Private Repositories: All project details, codebases, and documentation are securely stored in private repositories.
• ReadMe Accessibility: For transparency, we provide detailed ReadMe files that outline project objectives and capabilities—accessible to everyone for clarity and exploration.
• Customized Access: Partners and clients receive specific access tailored to their projects, ensuring seamless collaboration while safeguarding sensitive data.
• Trusted Partnerships: We are open to collaborating with trusted partners who share our vision for advancing AI innovation.

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Our Mission

Empowering industries with cutting-edge AI technologies for real-world applications.

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Core Projects

Our flagship projects are meticulously designed to tackle the evolving challenges of modern industries. By leveraging cutting-edge AI technologies, we empower organizations to unlock unprecedented efficiencies, scalability, and performance across diverse domains. These projects focus on:

• Orbital Intelligence: Real-time AI inference for satellite systems.

• Airwave NanoML: Optimized lightweight AI models for wireless networks.

• FusionAI Networks: Hybrid AI frameworks for seamless integration of edge and cloud.

• Knowledge Hub: Comprehensive documentation and tutorials.

• AI Enablement Suite: Tools for data preparation, model evaluation, and deployment.

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Projects Overview

Orbital Intelligence

Real-time AI solutions for satellite networks:

• Satellite communication optimization.
• Environmental monitoring.
• Disaster management.

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Airwave NanoML

Lightweight AI models for wireless systems:

• Latency reduction in IoT.
• 5G network optimization.
• Real-time outage prediction.

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FusionAI Networks

Hybrid AI frameworks for telecom networks:

• Cloud-edge integration.
• Predictive maintenance.
• Bandwidth and latency optimization.

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How to Navigate

Each project is divided into three domains:

1. Satellite: AI for satellite communication.
2. Wireless: Lightweight AI models for wireless systems.
3. Wireline: Hybrid solutions for wired networks.

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How to Run the Projects

Follow the steps below to set up the environment and run the workflows for each project:

Step 1: Clone the Repository

git clone https://github.com/AIDEdgeInc-Lab/Core-Projects.git

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• Step 3: Run Individual Projects

Orbital Intelligence

• Navigate to the Scalable-Real-Time-Edge-AI-Frameworks folder:

cd Scalable-Real-Time-Edge-AI-Frameworks

• Run the inference script:

python inference.py --input data/sample_input.jpg

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Airwave NanoML

• Navigate to the NanoML-Acceleration-Suite folder:

cd NanoML-Acceleration-Suite

• Run the model quantization script:

python quantize_model.py --model models/model.tflite

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FusionAI Networks

• Navigate to the FusionAI-Adaptive-Networks folder:

cd FusionAI-Adaptive-Networks

• Set up the cloud-edge integration:

python cloud_edge_setup.py --config configs/cloud_edge_config.yaml

• Run the hybrid inference model:

python hybrid_inference.py --input data/input.json

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Transparency and Feedback

At AID Edge Inc., we believe in providing transparency to our customers by sharing the code and workflows behind our cutting-edge AI solutions. While the code is accessible for viewing, only our internal team works on developing and maintaining these projects.

For Our Customers:

Feel free to explore the code and workflows for our solutions:

• Edge AI Frameworks: Real-time AI deployment for edge devices.

• NanoML Suite: Optimization of models for resource-constrained environments.

• FusionAI Networks: Integration of edge and cloud intelligence.

• Internal Development: These repositories are actively maintained and updated by our in-house team. For security and quality purposes, only the internal team has access to modify or develop the codebase.

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Knowledge Hub

Explore in-depth guides and tutorials to understand and use our solutions effectively:

• Getting Started: Learn how to set up and begin using our solutions.
• FAQs: Answers to common questions about our tools and platforms.
• Detailed Guides: Tutorials and step-by-step instructions for each project.

📖 Access our full documentation Knowledge Hub.

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AI Enablement Suite

Discover additional tools and resources that can enhance your AI development process:

• Data Preparation Tools: Automate preprocessing and formatting of datasets.
• Model Evaluation Scripts: Benchmark and evaluate model performance.
• Deployment Scripts: Simplify deployment workflows for edge and cloud environments.

🔗 Explore the tools repository AI Enablement Suite.

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Contact

For questions, feedback, or to learn more, reach out to us:

• 📧 Email: info@aidedgeinc.com
• 🌐 Website: www.aidedges.com

We value your feedback and are happy to assist with any questions or requirements!

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