Technology Expertise

Infrastructure, AI/ML, and specialized software systems - the technical range behind every project on this site, applied through the same judgment about what to build and what to reuse.

Overview

This page is the technical range behind Wormwood, Cerberus, and GPT in a Box (below) - not a separate marketing claim. Established platforms and emerging ones get the same evaluation: does it solve the actual problem, not which one is newer.

Certifications back the credentials; the three projects below back the claim that the knowledge actually ships.

Why Trust Our Technology Expertise

  • Certified professionals
  • Proven implementation experience
  • Cross-domain knowledge
  • Vendor-agnostic recommendations
  • Cutting-edge & established solutions

Our Technology Expertise Areas

Infrastructure Technologies

Expert knowledge in enterprise-grade infrastructure platforms, virtualization, containerization, and cloud services.

  • VMware (vSphere, vSAN, Tanzu)
  • Nutanix hyperconverged infrastructure
  • Kubernetes & container orchestration
  • AWS cloud services
  • Infrastructure as Code (Terraform, Ansible)

AI & ML Technologies

Specialized knowledge in artificial intelligence and machine learning frameworks, hardware acceleration, and model deployment.

  • NVIDIA AI & GPU computing
  • TensorFlow & PyTorch ecosystems
  • Meta Llama & large language models
  • Hugging Face integration
  • GPU virtualization & optimization

Specialty Software

Expertise in specialized software platforms for scientific computing, visualization, rendering, and data processing.

  • Unreal Engine 5
  • Ansys Fluent
  • Python-based data warehousing
  • RESTful API development
  • WCAG 2.1 accessibility compliance
  • React frontend development

Our Technology Expertise in Action

Project Wormwood
Data Management

Project Wormwood

A Python-based universal data warehouse platform for consolidating engineering data with comprehensive accessibility compliance.

View Project
Project Cerberus
Infrastructure & AI

Project Cerberus

An optimized AI/ML/HPC platform demonstrating our expertise in infrastructure design and integration with specialized computing.

View Project
GPT in a Box
AI & Cloud

GPT in a Box

A hybrid LLM deployment showcasing our expertise in AI technology implementation across diverse environments.

View Project

Technology Partnerships

Through the CodeZero Group partnership that delivers projects like Wormwood, Cerberus, and GPT in a Box (see the Strategic Partnership note on Projects), UV's infrastructure work also draws on CodeZero's own technology and service network - among them GRC, the immersion-cooling specialist behind the cooling technology in Cerberus and Nero.