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SPINE Programming Theory paper presented at the NEDSI 2026 conference in Philadelphia, Pennsylvania

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Join us in Philadelphia, PA Thu Apr 9 - Sat Apr 11, 2026 at the NEDSI 2026 conference, with other scholars and practitioners interested in the application of quantitative and behavioral methods to the problems of society through emerging technology. We will be presenting SPINE Programming Theory, a form of on-device, local, sovereign AI code indexing and open source code generation of data-driven websites and digital twins.

Learn more

Smart Aquaculture demo at the Red Hat booth at All Things Open 2025 in Raleigh, North Carolina USA

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Learn how to deploy open source applications like the Smart Aquaculture platform on your own computer with OpenShift Local, and gain some skills in GitOps, cloud secrets, Jobs, CronJobs, application deployment, and fine-grained access control with Keycloak. See the free course to learn more.

Learn more

Vibe code a data-driven website with generative AI for smart aquaculture in Red Hat OpenShift AI at Red Hat Summit 2025 in Boston, Massachussetts

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Join our hands-on developer workshop for generating your own customizable Smart Aquaculture platform in the cloud

Learn more

Smart Aquaculture Code Generation Workshop at the NEDSI 2025 conference in Hershey, Pennsylvania

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Join our hands-on developer workshop for generating your own customizable Smart Aquaculture platform in the cloud

Learn more

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Presenting our SPINE Programming Theory research paper to the NEDSI community.

Christopher Tate and Dewayne Branch at last year's NEDSI 2025 research conference in Hershey, Pennsylvania.

We will be presenting SPINE Programming Theory, a form of on-device, local, sovereign AI code indexing and open source code generation of data-driven websites and digital twins.

You can read the API Code Generation of Zero Trust, Data-driven Websites, Digital Twins with SPINE Programming Theory research paper here.

About the conference Generative AI to Enhance Supply Chain Resilience

The 2026 conference theme, Future of Decision Sciences: Complexity, Innovation, Sustainability, invites us to reflect critically and constructively on the evolution of our field and the role it must play in addressing modern organizational and societal challenges. The program will feature a vibrant mix of paper sessions, panel discussions, interactive workshops, and student posters, with an emphasis on interdisciplinary collaboration and real-world application. A NEDSI conference is a forum for scholars and practitioners to present their research in their areas of expertise and interlace into new horizons, it is where salient networking occurs, and friendships are made for a lifetime.

Go to the event page

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Christopher Tate demoing the Smart Aquaculture platform at the Red Hat booth at All Things Open 2025.

Christopher Tate and Dewayne Branch at All Things Open 2025.

Christopher Tate demoing the Smart Aquaculture platform at the Red Hat booth at All Things Open 2025.

The Red Hat booth team at All Things Open 2025.

Smart Aquaculture demo at the Red Hat booth at All Things Open 2025 in Raleigh, North Carolina USA

Smart Aquaculture platform demo

Christopher Tate demoed the features of the Smart Aquaculture platform, including fine-grained access control to Smart Aquaculture data.

We have a free course available to deploy the whole Smart Aquaculture platform with GitOps. See the Deploying Smart Aquaculture on OpenShift Local course.

Speakers:

Christopher Tate, Principal Software Engineer, Red Hat

About the conference All Things Open

ATO is an educational conference where attendees learn about new technologies and topics, and it’s always been that way. The goal is for attendees to leave having learned something or been made aware of something new.

Go to the event page

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Jarvis presenting the Smart Aquaculture workshop at the the Red Hat Summit 2025 in Boston, Massachussetts, USA.

Chris presenting the Smart Aquaculture workshop at the the Red Hat Summit 2025 in Boston, Massachussetts, USA.

Vibe code a data-driven website with generative AI for smart aquaculture in Red Hat OpenShift AI

at the Red Hat Summit May 20, 2025 in Boston, Massachussetts

Smart Aquaculture workshop at Red Hat Summit 2025

This course will become available for participants at the Red Hat Summit 2025 in Boston, Massachussetts, USA Tuesday May 20, 2025 10:30 AM - 12:00 PM EDT.

Speakers:

Dewayne Branch, CEO, Founder, Qatar Strategic Business Group
Jarvis Green, Founder, Green Reef Foundation
Christopher Tate, Principal Software Engineer, Red Hat

What is the Smart Aquaculture workshop at Red Hat Summit?

In this hands-on lab, we’ll develop a new smart aquaculture web platform with data models. You'll learn fine-grained access control with the Red Hat Build of Keycloak. You'll build FIWARE Smart Data Models for Smart Aquaculture with generative artificial intelligence (AI) in a Red Hat OpenShift AI Visual Studio Code (VSCode) Java workbench. With this platform, we’ll visualize fish and population data to help mitigate food insecurity.

The Smart Aquaculture project—a collaboration between Green Reef Foundation, Oceans 97, and Qatar Strategic Business Group—supports food processing in developing nations through workforce training with academic and industry partners using innovative digital twins, unmanned aerial vehicle (UAVs), and autonomous aerial vehicles (AAVs). Arise Fish and Seafood Process and the Green Reef Foundation combine high-fidelity simulations with digital culture preservation and training on open source edge computing to support these digital twins.

Join us to learn more about:

Intelligent application programming interface (API) and dashboard code generation with the Computate platform.
Smart device registration with FIWARE microservices.
Event-driven subscriptions to smart device data changes.
Granular data access control between edge and cloud with Red Hat build of Keycloak.
Custom Leaflet dashboards for visualizing live GeoJSON data on maps.

Modern developer workbenches in the cloud

Use the latest cloud deployment tools like Jupyter, Ansible, Helm, and OpenShift command line interface from your browser, and start deploying microservices to the cloud like a modern cloud developer.

Cloud-native microservices that cluster and scale

Deploy modern open source microservices including Apache Zookeeper cluster manager, Apache Solr search engine, PostgreSQL relational database, MongoDB No-SQL database, RabbitMQ message broker, Keycloak single sign-on authentication and authorization, and reactive—event bus driven applications.

High performance relational databases

Set up access to a new database for your applications.

Fine-grain zero-trust authorization to data

Create authentication realms, clients, OAuth identity providers, and fine-grain resources, scopes, policies, and permissions to data and dashboards.

FIWARE IoT services and Smart Data Models

Connect your databases and message broker to a FIWARE Context Broker — utilize NGSI-LD standards and Smart Data Models to manage your own smart device data.

Manage cloud secrets securely

Learn how to configure secrets in the cloud that allow applications to connect to each other securely.

Deploy a complete data-driven website

Learn how to configure and deploy a custom data-driven website for Smart Aquaculture with smart data models so that you can do it yourself.

About the conference

Red Hat Summit

Red Hat Summit 2025 offers people and teams several opportunities to connect, including:

Engineers, developers, system administrators, architects, multiskilled technical professionals, and those with all skill sets across technology organizations.
Executives, vice presidents, directors, managers, and thought leaders.
Red Hat partners and customers from across industries and companies.
Open source communities, community members, and contributors.

Go to the event page

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Presenting the Smart Aquaculture workshop at the the Generative AI to Enhance Supply Chain Resilience NEDSI 2025 research conference in Hershey, Pennsylvania.

Learn how to develop an open source data-driven website for Smart Aquaculture with generative AI in the cloud

with the Smart Aquaculture Code Generation Workshop at the NEDSI 2025 conference in Hershey, Pennsylvania

This course will become available for participants at the 2025 Northeast Decision Sciences Institute Annual Conference in Hershey, Pennsylvania, USA Thursday March 27, 2025 — Saturday March 29, 2025

What is the Smart Aquaculture Code Generation Workshop at the NEDSI 2025 conference in Hershey, Pennsylvania?

Learn how to develop custom Smart Aquaculture data-driven websites and open APIs in the cloud, and build your own secure IoT smart platform with generative AI, zero-trust access control, and interactive dashboards.

Modern development tools

Access your VSCode developer workbench in the browser, it doesn't matter your laptop's operating system.

Automate tasks

Use Ansible automation to generate all of the boilerplate code for your Smart Aquaculture site, and customize it along the way.

Learn reactive programming

Learn how to build reactive asynchronous Java code, OpenAPIs, database scripts, and Smart Aquaculture data.

Build interactive dashboards

Visualize your Smart Aquaculture data in event-driven, interactive dashboards and maps.

Cloud-native microservices

Interact with modern microservices in the cloud like:

PostgreSQL Database for transactional data storage
Apache Zookeeper Cluster Manager for event bus messaging
Apache Solr Search Engine for autosuggest and searchable APIs
Keycloak Single Sign-On for fine-grain access control to Smart Aquaculture data
FIWARE Context Broker for open source IoT edge device standards

About the conference Generative AI to Enhance Supply Chain Resilience

A NEDSI conference is a forum for scholars and practitioners to present their research and keep abreast of their areas of expertise and interlace into new horizons, it is where salient networking occurs, and friendships are made for a lifetime. Conference participants have stated that they enjoy the amicable nature at NEDSI conferences; over 200 participants are expected at this year’s event.

Go to the event page

Map of events