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Hi, I'm Shaun Prince

I'm a

Principal Solutions Architect with 20+ years of experience building exceptional AI infrastructure, gaming automation platforms, and enterprise-grade DevOps solutions. Creator of 31+ open source projects and founder of SolidRusT Networks, focusing on cutting-edge MLOps and AI innovation.

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20+ Years Experience
31+ Open Source Projects
25+ Technologies Mastered
Shaun Prince
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About Me

Architecting the Future of AI Infrastructure

I'm a Principal Solutions Architect who specializes in building comprehensive AI/ML infrastructure, gaming automation platforms, and enterprise-grade DevOps solutions. With 31+ repositories spanning personal projects and the SolidRusT Networks organization I founded, my work focuses on pushing the boundaries of what's possible with modern technology.

My expertise spans from low-level Rust systems programming to high-level AI orchestration with vLLM and TGI, from gaming automation with computer vision to enterprise-scale model quantization and deployment. I'm currently seeking opportunities where I can leverage this unique blend of skills to architect and deliver complex systems at scale.

AI Infrastructure Pioneer

Built complete MLOps platforms with vLLM, TGI, and HuggingFace integration, managing 20+ AI infrastructure repositories

Gaming & Automation Expert

Created GameMasterAI and NoLag platform technology, pioneering AI automation in the $200B gaming industry

Open Source Leader

Founded SolidRusT Networks with 20+ repositories, building comprehensive AI infrastructure ecosystem

Beyond the Code

When I'm not building AI infrastructure, you'll find me developing gaming automation tools, optimizing model inference systems, or working on my fleet management tools in Rust. I'm particularly passionate about self-hosting AI stacks, uncertainty quantification in LLMs, and building tools that empower developers to leverage AI without cloud dependencies.

shaun.yaml 
# Principal Solutions Architect & AI Infrastructure Expert
name: Shaun Prince
role: Principal Solutions Architect
organization: Founder @ SolidRusT Networks
experience: 20+ years
repositories: 31+ open source projects

languages:
  - Python (40% of projects)
  - Rust (High-performance systems)
  - TypeScript/JavaScript
  - C# (Gaming platforms)
  - Shell/Bash

ai_ml_stack:
  - vLLM & TGI (Inference)
  - HuggingFace Ecosystem
  - Model Quantization
  - Uncertainty Quantification
  - llama-cpp-agent

infrastructure:
  - Kubernetes & Docker
  - Git-based Deployments
  - Infrastructure as Code
  - Multi-host Fleet Management

featured_projects:
  - 🎮 GameMasterAI
  - 🤖 SRT AI Infrastructure
  - 📊 Model Quantizing Tools
  - 🚀 NoLag Gaming Platform

Technical Skills

AI/ML Infrastructure

vLLM & TGI Expert
HuggingFace Ecosystem Expert
Model Quantization Expert
MLOps Pipelines Expert

Cloud & Infrastructure

Kubernetes Expert
Docker & Compose Expert
Infrastructure as Code Expert
Git-based Deployments Expert

Programming Languages

Python Expert
Rust Advanced
TypeScript/JavaScript Advanced
C# (Gaming) Intermediate

DevOps & Tools

CI/CD (Jenkins/GitLab) Expert
ArgoCD/Flux Advanced
Prometheus/Grafana Advanced
ELK Stack Advanced

Technologies I Work With

Professional Experience

Senior System Engineer

OpenBet

2020 - 2024

Led cloud transformation initiatives and architected scalable solutions for high-traffic gaming platforms.

  • Migrated legacy applications to AWS, reducing infrastructure costs by 30%
  • Implemented GitOps workflows with Terraform, automating 95% of deployments
  • Designed CI/CD pipelines that reduced release cycles from weeks to hours
  • Led a team of 5 engineers in adopting cloud-native practices
AWS Terraform Jenkins Python Kubernetes

Artificial Intelligence Engineer

SolidRusT Networks

2018 - 2020

Developed AI-driven solutions for network optimization and security enhancement in hybrid-cloud environments.

  • Built ML models for predictive network maintenance, reducing downtime by 25%
  • Implemented Kubernetes-based MLOps platform with ArgoCD and Helm
  • Created real-time anomaly detection system processing 1M+ events/second
  • Established best practices for AI model deployment and monitoring
Machine Learning Kubernetes ArgoCD Python TensorFlow

DevOps Engineer

Various Companies

2010 - 2018

Pioneered DevOps practices across multiple organizations, driving digital transformation and operational excellence.

  • Introduced containerization strategies, improving resource utilization by 50%
  • Architected multi-cloud disaster recovery solutions with 99.99% uptime
  • Mentored teams in agile methodologies and DevOps best practices
  • Automated infrastructure provisioning, reducing setup time by 70%
Docker CI/CD Cloud Migration Automation

System Administrator

Early Career

2004 - 2010

Built foundational expertise in system administration, network security, and infrastructure management.

  • Managed enterprise Linux environments with 500+ servers
  • Implemented security protocols and monitoring systems
  • Developed automation scripts reducing manual tasks by 60%
  • Led datacenter migration projects with zero downtime
Linux Networking Security Scripting

Featured Projects

GameMasterAI
⭐ Top Project

GameMasterAI - Pioneering AI Gaming Automation

Revolutionary AI automation platform for the $200B gaming industry. Demonstrates exceptional product thinking, advanced AI implementation with computer vision and decision algorithms, and deep consumer market understanding. Perfect showcase for AI product leadership roles.

Gaming Industry Innovation
Advanced AI Algorithms
Computer Vision Integration
Python Computer Vision AI Decision Systems Real-time Processing Game Automation
View on GitHub

SolidRusT AI Infrastructure Ecosystem

Complete enterprise AI platform with 20+ integrated components. Shows exceptional technical leadership and ability to build complex distributed systems. Ideal for principal architect roles.

20+ integrated components
Enterprise-scale MLOps
SolidRusT Org
vLLM TGI Kubernetes

Model Quantization Framework

Cutting-edge model optimization addressing critical deployment challenges. Demonstrates deep ML engineering expertise and production AI constraints understanding.

Optimized inference
Reduced model size
GitHub
Python HuggingFace MLOps

Linux Fleet Manager (Rust)

High-performance concurrent Rust system for managing server fleets. Demonstrates low-level expertise and ability to build efficient distributed systems.

Multi-host management
Async Rust with Tokio
GitHub
Rust SSH2 Tokio

HuggingFace Manager

Enterprise-scale model repository management system. Solves real AI challenges at scale, showing understanding of AI ecosystem and developer tooling.

Large-scale model sync
Repository management
GitHub
Python HuggingFace MLOps

NoLag Gaming Platform

Complex gaming infrastructure with automated deployment. Demonstrates ability to optimize high-performance systems and manage large-scale gaming platforms.

C# gaming server
NoLag technology
GitHub
C# Docker Gaming

Uncertainty Benchmark

Implementation of academic research for LLM uncertainty quantification. Bridges research and production, focusing on AI reliability and safety.

Research implementation
AI safety focus
GitHub
Python LLMs Research

AI Infrastructure & Monitoring Suite

SRT Web Search

Advanced agentic AI chat system using llama-cpp-agent with web search capabilities. Implements cutting-edge autonomous AI systems with web integration.

Agentic AI
Web integration
GitHub
llama-cpp-agent TypeScript AI

Inference Performance Testing

Comprehensive load testing framework for AI inference systems. Critical for ensuring production AI systems meet performance requirements.

Load testing
AI operations
GitHub
Python Performance MLOps

Inference Monitoring Dashboard

Real-time AI operations dashboard for monitoring inference systems. Provides critical observability for production ML deployments.

Real-time metrics
Alert systems
GitHub
Grafana Prometheus MLOps

Inference Backends Manager

Production-grade inference API management system. Orchestrates multiple AI model backends with automatic failover and load balancing.

Load balancing
Auto-failover
GitHub
Python API Management MLOps

Inference Solution Platform

End-to-end inference deployment solution. Complete platform for deploying, managing, and scaling AI models in production environments.

E2E deployment
Auto-scaling
GitHub
Kubernetes Docker MLOps

SRT Core Configuration

Enterprise configuration management for AI systems. Centralized configuration with hot reloading and versioning for ML infrastructure.

Hot reloading
Config versioning
Documentation
YAML Config Management Enterprise

DevOps & System Management Tools

ShellForge

Polished shell configuration backup and restore tool with exceptional UX. Demonstrates attention to detail and understanding of developer workflows.

Config management
Cross-platform
GitHub
Shell DevOps Tools

Fleet Reconciler

Package reconciliation tool for Debian/Ubuntu server fleets. Ensures consistency across distributed infrastructure deployments.

Fleet management
Package sync
GitHub
Python Linux DevOps

EVE Incursions Companion

Companion application for EVE Online players. Demonstrates gaming domain expertise and ability to build community tools.

Gaming tools
Community app
GitHub
Python Gaming EVE Online

Agent API Platform

Web chat interfaces for AI agents. RESTful API platform for deploying conversational AI with multiple provider support.

Chat interfaces
Multi-provider
GitHub
Python FastAPI AI Chat

K8s Dev Lab

Kubernetes development laboratory for testing and experimentation. Complete local K8s environment for MLOps development.

Dev environment
K8s local
GitHub
Kubernetes Kind DevOps

Self-Hosting AI Stack

Complete guide for offline AI development with GPU acceleration. Comprehensive documentation for building independent AI infrastructure.

GPU optimized
100% offline
Documentation
Kubernetes Docker AI/ML

Open Source Contributions

31+ Repositories
500+ Contributions
100+ Stars Earned
20+ SolidRusT Projects
View GitHub Profile

Publications & Articles

I love diving deep into technical topics and sharing my knowledge through detailed articles and guides.

Latest 25 min read

The $250 Billion Lesson: Top 10 Corporate Marketing Failures from Progressive Campaigns

Comprehensive analysis of how Bud Light, Disney, Target and others lost over $250 billion in market value from failed cause-based marketing campaigns. Essential research for business leaders navigating the complex intersection of brand activism and customer values.

Business, Marketing, Corporate Strategy
August 2025
Read Article
15 min read

Comprehensive Self-Hosting Stack for AI-Enhanced Development

The ultimate guide to building a complete open-source infrastructure for offline developer environments, featuring GPU-accelerated AI workloads, Kubernetes deployment, and modern DevOps practices on Debian 12/13.

AI/ML, DevOps, Infrastructure
December 2024
Read Article
New 20 min read

Nixon vs. Carter: Whose Policies Inflicted Deeper Economic Wounds?

A comprehensive analysis of the long-term economic impacts of Nixon and Carter presidencies, revealing how the president remembered for failure actually laid groundwork for recovery, while the one who claimed success created lasting damage.

Economics, History, Policy Analysis
August 2025
Read Article
10 min read

Professional Audio on Debian 13 with USB-C Audio Interfaces

A comprehensive guide for audio engineers and musicians on setting up professional audio production on Debian 13, featuring native real-time kernel support and PipeWire configuration.

Audio Engineering, Linux
Read Article
12 min read

Cinema's Crystal Ball: 10 Sci-Fi Films That Nailed Tomorrow's Tech

An exploration of how science fiction films accurately predicted modern technologies, from ChatGPT to deepfakes, brain-computer interfaces to AI companions.

Technology, Culture
Read Article
8 min read

Understanding Your 2012 Chevrolet Volt's Highway Engine Operation

A comprehensive research report addressing concerns about engine RPM behavior when driving the 2012 Chevrolet Volt on highways, with maintenance guidance.

Automotive, Engineering
Read Article
20 min read

Professional Automotive Air Conditioning Repair Reference Manual

A comprehensive professional reference manual for automotive technicians covering R134a and R12a refrigerant systems, including procedures, specifications, and EPA regulations.

Automotive, Technical Manual
Read Manual

Let's Connect

I'm currently exploring new opportunities where I can contribute my expertise in cloud architecture and AI engineering.

Email

shaun@suparious.com

Location

Open to Remote & Relocation

Availability

Immediately Available