If you want to follow the project check out business-as-code on Github. We’re looking for contributors and members to our general council.
If you’d like to meet our team, join our community, or get involved in any of our projects join our Discord!
Our mission is to teach individuals and businesses how to own and operate technologies, so they can become independent and enterprising, by creating empowering products, resources, and programs, using open and future forward platforms.
| - Apply Machine Learning and AI to revolutionize education promoting creative, constructive, and independent thinking. | - Create programs and resources to educate learners to build ML & AI Platforms. | - Develop products and technologies that allow individuals to own their own technology footprint. |
| - Research and advocate for AI & Human Rights and Principles in an future balancing equality and individual equity. | - Support creative science and art through contribution and independent development. | - Enrich the physical and mental health of humanity through AI driven research and development. |
| Data Privacy Rights and Ownership | Anti-Competitive Business Practices |
| Our goal is to educate individuals to own their own cloud and IT footprint. Encouraging and enabling security best practices to prevent individuals from losing their digital assets. | By supporting open platforms and creating businesses that have data driven practices at their core, we can create sustainable and equitable ecosystems that give fair attribution to individuals contribution to efforts and company projects. |
| Increasing Demand in Education and School Systems | Increasing Demand in the IT Industry |
| In developing education platforms to serve the goals and platforms that will make the technologies of the future, we hope to embed those technologies into educational institutions for zero cost so students can learn on technology that represents state-of-the-art trends. | By enabling the other tenants of our value proposition, we take a 3 pronged approached to creating stability and scale for the IT, AI, Creative, and Education industries. |
Our platforms are designed to facilitate education and development for artificial intelligence and machine-learning. Our team and members have the ability to create and educate community members about MLOps pipelines, how to analyze and test remote data sets, building pipelines and curating datasets from any source, and developing Machine-Learning models using PyTorch and TensorFlow in our Kubeflow Environment.
| Open Source ML & AI Development | Modeling Competitions | Community & Internships |
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| Our development eco-system is designed to develop artificial intelligence & machine learning technologies that draw from our teams combined experience in the MLOps, AIOps, Global Finance, Supply Chain, Software Development, and Data. Learn more about our Projects and our Team of Experts. |
Uhstray-io competes in AI & ML competitions to win & earn competition grants for our research, hone & showcase our skills, engage with the broader AI/ML community, and discover new data systems & use-cases. View our Competitions Page to learn more and get involved! |
Uhstray-io is designed to serve as an open community and internship platform. Our resources are designed to automate and facilitate powerful testing and learning environments that enable expert level practices with a lightweight and dynamic approach that’s friendly to new developers. Get connected with our community by joining Discord or Apply for a slot in our Internship program! We’ll announce on our website and social media when there’s now opportunities! |
We host developer resources for uhstray-io’s research & development, team members & their projects, strategic & community partners, and our community itself. Our team manages operations using Principle driven Working Agreements and LEAN Agile methodologies that give team members a voice, encourage us to embrace positive failures, and streamline productivity & working time. Find the latest updates, releases, and documentation on our resources here
| Kubernetes Development & Onboarding Expertly Blended | Automation, Data, & DevOps by Design |
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With our open-k8s deployments we integrate and scale resources to work cooperatively with Public Cloud or Private Cloud systems to match workload and design requirements. Our Cloud infrastructure is designed with content-distribution, high-availability, and regionalized load balancing practices to maintain consistent connectivity of our systems. |
Using systems built with industry standard technologies and practices, including Automation, Observability, CI/CD Pipelines, and other technologies we’ve created an eco-system that simplifies data integration and automation of our as-code built programs, learning, research, and products. View our Automation 101 page to understand our approach to automation. |
Technologies we use to build, maintain, and deploy our open-source platforms.
Click any image to learn about these technologies.