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Secure Safeguards
Akron, Ohio, United States
Project
Academic experience
960 hours of work total
Learner
Anywhere
Advanced level

Project scope

Categories
Information technology Software development Machine learning Artificial intelligence Networking
Skills
network congestion network performance management artificial intelligence network traffic management rust (programming language) python (programming language) c++ (programming language) bash (scripting language) java (programming language) low latency
Details

The project aims to enhance the performance of Starlink's satellite internet service by optimizing network speeds and boosting reliability. Starlink, known for providing internet access to remote and maritime industries, faces challenges with latency and network congestion. By leveraging AI-driven traffic management, the project seeks to reduce these issues, ensuring a stable and high-quality internet connection. The focus will be on developing algorithms that can dynamically manage network traffic, prioritizing data packets to minimize delays. This project provides learners with an opportunity to apply their knowledge of AI and network management, addressing real-world challenges in satellite internet services. The goal is to create a more consistent and reliable user experience for Starlink customers.

Deliverables

The project deliverables include a comprehensive report detailing the AI algorithms developed for traffic management and their impact on network performance. Additionally, a prototype of the AI-driven system will be created, demonstrating its ability to reduce latency and congestion. A presentation summarizing the findings and recommendations for further improvements will also be provided. The deliverables will showcase the learners' ability to apply AI techniques to optimize network performance effectively.

Mentorship
Domain expertise and knowledge

Providing specialized, in-depth knowledge and general industry insights for a comprehensive understanding.

Hands-on support

Direct involvement in project tasks, offering guidance, and demonstrating techniques.

Tools and/or resources

Providing access to necessary tools, software, and resources required for project completion.

Regular meetings

Scheduled check-ins to discuss progress, address challenges, and provide feedback.

Supported causes

The global challenges this project addresses, aligning with the United Nations Sustainable Development Goals (SDGs). Learn more about all 17 SDGs here.

Reduced inequalities

About the company

Company
Akron, Ohio, United States
0 - 1 employees
Airlines, aviation & aerospace, Defense & security, Technology, Telecommunications
Representation
Small Business

Telecommunications and Space Technology Services, particularly
specializing in satellite communications, AI network optimization, and fraud prevention.

We are focused on terrestrial network services and the growing field of space-based satellite communication technologies. We emphasize the use of artificial intelligence to optimize satellite network performance, reducing latency and ensuring consistent connectivity for maritime, remote industries, and even space-based communication systems. In addition, we are committed to securing satellite communication networks and protecting users from criminal exploitation.