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<span class="launch-icon" aria-hidden="true">🚀</span> Launch
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<nav id="site-nav" aria-label="Site navigation">
<a href="#hero" class="nav-name">Gary Innerarity, MBA</a>
<button class="nav-hamburger" aria-label="Toggle navigation menu" aria-expanded="false" aria-controls="nav-links-list">
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<ul class="nav-links" id="nav-links-list" role="list">
<li><a href="#lifecycle">System</a></li>
<li><a href="#work">Work</a></li>
<li><a href="#stack">Stack</a></li>
<li><a href="#skills">Skills</a></li>
<li><a href="#credentials">Credentials</a></li>
<li><a href="#timeline">Timeline</a></li>
<li><a href="#sysmon">Monitor</a></li>
<li><a href="blog/">Builders blog</a></li>
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</nav>
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<div class="scroll-progress" id="scroll-progress" aria-hidden="true"></div>
<main id="main-content">
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HERO - living system architecture
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<section id="hero" aria-labelledby="hero-title">
<div class="container">
<span class="label scroll-reveal">Artificial Intelligence Platform Builder · Solutions Engineer · MBA</span>
<h1 id="hero-title" class="scroll-reveal">Complex systems,<br>made simple.</h1>
<p class="hero-tagline scroll-reveal">
I deconstruct highly complex problems into working systems.
The same lifecycle applies whether architecting enterprise AI workflows
or optimizing a single deployment pipeline.
</p>
</div>
</section>
<!-- ── Narrative Bridge: Hero → Lifecycle ──────────────── -->
<div class="narrative-bridge" aria-hidden="true">
<div class="narrative-bridge__inner">
<span class="narrative-bridge__label">The Framework</span>
<p class="narrative-bridge__text">Every solution follows the same lifecycle.</p>
<p class="narrative-bridge__sub">Here's how I think through problems, from signal to system.</p>
</div>
</div>
<!-- ═══════════════════════════════════════════
SYSTEM LIFECYCLE - interactive diagram
═══════════════════════════════════════════ -->
<section id="lifecycle" aria-labelledby="lifecycle-title">
<div class="container">
<h2 id="lifecycle-title" class="section-label scroll-reveal">System Lifecycle</h2>
<p class="section-intro scroll-reveal">
Every system I build follows this lifecycle. Click any phase to explore
how I apply it, from understanding problems to shipping solutions.
</p>
<div class="lifecycle-container scroll-reveal scroll-reveal--scale">
<!-- System Diagram -->
<div class="system-diagram" role="tablist" aria-label="System lifecycle phases">
<button class="phase-node phase--ingest active" data-phase="ingest" role="tab" aria-selected="true" aria-controls="phase-ingest">
<div class="phase-icon">
<svg viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.5"><circle cx="12" cy="12" r="3"/><path d="M12 2v3M12 19v3M4.93 4.93l2.12 2.12M16.95 16.95l2.12 2.12M2 12h3M19 12h3M4.93 19.07l2.12-2.12M16.95 7.05l2.12-2.12"/></svg>
</div>
<span class="phase-label">Ingest</span>
<span class="phase-sub">Problem Understanding</span>
</button>
<div class="flow-arrow" aria-hidden="true">→</div>
<button class="phase-node phase--process" data-phase="process" role="tab" aria-selected="false" aria-controls="phase-process">
<div class="phase-icon">
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</div>
<span class="phase-label">Process</span>
<span class="phase-sub">Design & Architecture</span>
</button>
<div class="flow-arrow" aria-hidden="true">→</div>
<button class="phase-node phase--output" data-phase="output" role="tab" aria-selected="false" aria-controls="phase-output">
<div class="phase-icon">
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</div>
<span class="phase-label">Output</span>
<span class="phase-sub">Minimal Viable Product</span>
</button>
<div class="flow-arrow flow-arrow--feedback" aria-hidden="true">↻</div>
<button class="phase-node phase--feedback" data-phase="feedback" role="tab" aria-selected="false" aria-controls="phase-feedback">
<div class="phase-icon">
<svg viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.5"><path d="M4 7h16M4 12h16M4 17h10"/></svg>
</div>
<span class="phase-label">Feedback</span>
<span class="phase-sub">Evolution & Iteration</span>
</button>
</div>
<!-- Phase Details -->
<div class="phase-details">
<div id="phase-ingest" class="phase-content active" data-phase="ingest">
<div class="phase-header">
<h3>Phase 1: Ingest</h3>
<p class="phase-description">Before building, I deconstruct. Understanding the problem space through systems thinking and foundational mental models.</p>
</div>
<div class="phase-components">
<div class="component-card">
<span class="component-type">Foundation</span>
<h4>MBA + Systems Thinking</h4>
<p>Business strategy perspective on technical problems, connecting organizational goals to architectural decisions.</p>
</div>
<div class="component-card">
<span class="component-type">Validation</span>
<h4>14+ Certifications</h4>
<p>AWS, Cisco, Security+: credentials that verify understanding across networking, cloud, and security domains.</p>
</div>
<div class="component-card">
<span class="component-type">Documentation</span>
<h4>Living Knowledge Base</h4>
<p>Notes on architecture patterns, platform deep-dives, and operational runbooks. Knowledge made searchable.</p>
</div>
</div>
<a href="#credentials" class="phase-cta">View Credentials →</a>
</div>
<div id="phase-process" class="phase-content" data-phase="process" hidden>
<div class="phase-header">
<h3>Phase 2: Process</h3>
<p class="phase-description">Transform business and technical requirements into architecture. Layering tools, constraints, and delivery patterns to build robust systems.</p>
</div>
<div class="phase-components">
<div class="component-card">
<span class="component-type">Infrastructure</span>
<h4>Cloud & Platform</h4>
<p>AWS · GCP · Azure · Kubernetes · Proxmox · Terraform: requirements-driven multi-cloud foundations delivered with infrastructure as code.</p>
</div>
<div class="component-card">
<span class="component-type">Intelligence</span>
<h4>Agentic AI Architecture</h4>
<p>LLM orchestration, RAG pipelines, multi-agent systems, MCP servers, translating functional requirements into AI systems that reason and act.</p>
</div>
<div class="component-card">
<span class="component-type">Systems</span>
<h4>Digital Thread & Twin</h4>
<p>Metadata platforms connecting artifacts across the engineering lifecycle; virtual replicas built from integration and data requirements for predictive analysis.</p>
</div>
</div>
<a href="#stack" class="phase-cta">View Full Stack →</a>
</div>
<div id="phase-output" class="phase-content" data-phase="output" hidden>
<div class="phase-header">
<h3>Phase 3: Output</h3>
<p class="phase-description">Systems shipped. Each project demonstrates a phase of the lifecycle working at scale.</p>
</div>
<div class="phase-components phase-components--output">
<div class="component-card component-card--enterprise">
<span class="component-type">Enterprise</span>
<h4>Agentic Coder</h4>
<p>Multi-tenant, multi-provider AI coding assistant, integrating SKILLS repositories across languages.</p>
</div>
<div class="component-card component-card--enterprise">
<span class="component-type">Enterprise</span>
<h4>Digital Thread Platform</h4>
<p>Full-stack metadata platform connecting artifacts, with end-to-end traceability across engineering lifecycle.</p>
</div>
<div class="component-card component-card--enterprise">
<span class="component-type">Enterprise</span>
<h4>Digital Twin Simulations</h4>
<p>Virtual replicas feeding real-time data into decision loops, enabling predictive analysis before committing resources.</p>
</div>
<div class="component-card component-card--enterprise">
<span class="component-type">Enterprise</span>
<h4>Automated Compliance</h4>
<p>Continuous compliance pipelines: policy-as-code through CI/CD to real-time audit dashboards.</p>
</div>
</div>
<a href="#work" class="phase-cta">View All Projects →</a>
</div>
<div id="phase-feedback" class="phase-content" data-phase="feedback" hidden>
<div class="phase-header">
<h3>Phase 4: Feedback</h3>
<p class="phase-description">Systems evolve. Every deployment teaches; every certification represents iteration.</p>
</div>
<div class="phase-components">
<div class="component-card">
<span class="component-type">Evolution</span>
<h4>Career Timeline</h4>
<p>A serial depiction through projects, certifications, and continuous learning.</p>
</div>
<div class="component-card">
<span class="component-type">Iteration</span>
<h4>Reusable Patterns</h4>
<p>SKILLS repository of documented patterns for AI systems, reusable across contexts.</p>
</div>
<div class="component-card">
<span class="component-type">Community</span>
<h4>Side Projects & Nonprofits</h4>
<p>Learning through building: EdTech platforms, consulting practice, and board service.</p>
</div>
</div>
<a href="#timeline" class="phase-cta">View Timeline →</a>
</div>
</div>
</div>
</div>
</section>
<!-- ── Narrative Bridge: Lifecycle → Work ──────────────── -->
<div class="narrative-bridge" aria-hidden="true">
<div class="narrative-bridge__inner">
<span class="narrative-bridge__label">The Output</span>
<p class="narrative-bridge__text">This framework produces real systems.</p>
<p class="narrative-bridge__sub">Enterprise platforms, AI workflows, and side projects, all built from the same lifecycle.</p>
</div>
</div>
<!-- ═══════════════════════════════════════════
WORK - enterprise + personal projects
═══════════════════════════════════════════ -->
<section id="work" aria-labelledby="work-title">
<div class="container">
<h2 id="work-title" class="section-label scroll-reveal">Work</h2>
<div class="project-group scroll-reveal">
<h3 class="group-label">Enterprise</h3>
<div class="project-grid stagger-parent">
<article class="project-card">
<div class="project-card__header">
<span class="project-type project-type--enterprise">Enterprise</span>
</div>
<h4 class="project-card__title">Agentic Coder</h4>
<p class="project-card__desc">
Built a multi-tenant, multi-provider, customizable agentic coding assistant that integrates with enterprise SKILLS and code repositories to help engineers write, review, and optimize code across languages and frameworks.
</p>
<ul class="tag-list" aria-label="Technologies">
<li>Agentic AI</li>
<li>LLM Orchestration</li>
<li>Tool Use</li>
<li>RAG</li>
<li>Workflow Automation</li>
</ul>
</article>
<article class="project-card">
<div class="project-card__header">
<span class="project-type project-type--enterprise">Enterprise</span>
</div>
<h4 class="project-card__title">Enterprise AI Workflows</h4>
<p class="project-card__desc">
Design and build production-grade agentic systems for enterprise use cases -
orchestrating multi-step LLM workflows, custom tools, and specialized agents
that reason, retrieve, and act across live enterprise systems.
</p>
<ul class="tag-list" aria-label="Technologies">
<li>Agentic AI</li>
<li>LLM Orchestration</li>
<li>Tool Use</li>
<li>RAG</li>
<li>Workflow Automation</li>
</ul>
</article>
<article class="project-card">
<div class="project-card__header">
<span class="project-type project-type--enterprise">Enterprise</span>
</div>
<h4 class="project-card__title">Agents, Skills & Tools</h4>
<p class="project-card__desc">
Develop the composable building blocks of agentic systems - purpose-built agents
with defined roles, reusable skills that extend agent capabilities, and custom
tools that give agents verifiable access to APIs, data, and enterprise services.
</p>
<ul class="tag-list" aria-label="Technologies">
<li>Agent Development</li>
<li>Skill Design</li>
<li>Tool Calling</li>
<li>Function Calling</li>
<li>MCP</li>
</ul>
</article>
<article class="project-card">
<div class="project-card__header">
<span class="project-type project-type--enterprise">Enterprise</span>
</div>
<h4 class="project-card__title">Digital Thread</h4>
<p class="project-card__desc">
Designed and built the full-stack platform connecting metadata, artifacts, and
cross-system relationships into a continuous data thread - giving decision-makers
end-to-end traceability across the full engineering lifecycle.
</p>
<ul class="tag-list" aria-label="Technologies">
<li>Platform Engineering</li>
<li>Metadata Management</li>
<li>REST API</li>
<li>React</li>
<li>Decision Intelligence</li>
</ul>
</article>
<article class="project-card">
<div class="project-card__header">
<span class="project-type project-type--enterprise">Enterprise</span>
</div>
<h4 class="project-card__title">Digital Twin Simulations</h4>
<p class="project-card__desc">
Built virtual replicas of physical systems that feed real-time operational data
back into enterprise decision loops - enabling predictive analysis, scenario
modeling, and outcome simulation before committing real-world resources.
</p>
<ul class="tag-list" aria-label="Technologies">
<li>Digital Twin</li>
<li>IoT</li>
<li>Systems Modeling</li>
<li>Decision Intelligence</li>
<li>Simulation</li>
</ul>
</article>
<article class="project-card">
<div class="project-card__header">
<span class="project-type project-type--enterprise">Enterprise</span>
</div>
<h4 class="project-card__title">Automated Cyber Compliance</h4>
<p class="project-card__desc">
Full-stack design and development of continuous automated compliance pipelines
integrated into the Vertasyn platform - from policy-as-code through
real-time audit dashboards.
</p>
<ul class="tag-list" aria-label="Technologies">
<li>Policy as Code</li>
<li>Compliance Automation</li>
<li>CI/CD</li>
<li>Cloud Security</li>
</ul>
</article>
<article class="project-card">
<div class="project-card__header">
<span class="project-type project-type--enterprise">Enterprise</span>
</div>
<h4 class="project-card__title">Terraform Module Library</h4>
<p class="project-card__desc">
Engineered a reusable Terraform module library for multi-cloud deployments -
standardizing IaC patterns across teams to eliminate drift and accelerate
provisioning velocity.
</p>
<ul class="tag-list" aria-label="Technologies">
<li>Terraform</li>
<li>AWS</li>
<li>GCP</li>
<li>IaC</li>
</ul>
</article>
<article class="project-card">
<div class="project-card__header">
<span class="project-type project-type--enterprise">Enterprise</span>
</div>
<h4 class="project-card__title">Monte Carlo Simulator</h4>
<p class="project-card__desc">
Developed probabilistic risk analysis tooling using Monte Carlo simulation
to support decision-making across complex engineering and cost estimation
scenarios.
</p>
<ul class="tag-list" aria-label="Technologies">
<li>Python</li>
<li>Simulation</li>
<li>Risk Analysis</li>
<li>Data Science</li>
</ul>
</article>
<article class="project-card">
<div class="project-card__header">
<span class="project-type project-type--enterprise">Enterprise</span>
</div>
<h4 class="project-card__title">Digital Catalog</h4>
<p class="project-card__desc">
Built a digital asset management component that ingests raw BIM, Reality Capture,
and 3D modeling outputs and converts them into a structured, queryable catalog.
</p>
<ul class="tag-list" aria-label="Technologies">
<li>BIM</li>
<li>Reality Capture</li>
<li>DAM</li>
<li>3D Pipeline</li>
</ul>
</article>
</div>
</div>
<div class="project-group scroll-reveal">
<h3 class="group-label">Personal</h3>
<div class="project-grid project-grid--personal stagger-parent">
<article class="project-card">
<div class="project-card__header">
<span class="project-type project-type--personal">Personal</span>
</div>
<h4 class="project-card__title">Splenda.ai</h4>
<p class="project-card__desc">
Self-hosted AI operations platform combining conversational AI, structured knowledge management,
task tracking, and sandboxed tool execution, all backed by Amazon Bedrock with multi-model
routing, a full audit trail, multi-tenant user management, and token cost analytics.
Deployed on Kubernetes (k3s) with Terraform-provisioned AWS infrastructure.
</p>
<ul class="tag-list" aria-label="Technologies">
<li>Amazon Bedrock</li>
<li>Kubernetes</li>
<li>Terraform</li>
<li>PostgreSQL</li>
<li>Multi-Tenant</li>
<li>Agentic AI</li>
</ul>
</article>
<article class="project-card">
<div class="project-card__header">
<span class="project-type project-type--personal">Personal</span>
</div>
<h4 class="project-card__title">Physical AI Assistant</h4>
<p class="project-card__desc">
A Raspberry Pi-powered physical assistant that integrates with my digital life - calendar, reminders, news, and more. A fun side project exploring the intersection of physical computing and personal productivity.
</p>
<ul class="tag-list" aria-label="Technologies">
<li>Raspberry Pi</li>
<li>Physical Computing</li>
<li>Personal Productivity</li>
</ul>
</article>
<article class="project-card">
<div class="project-card__header">
<span class="project-type project-type--personal">Personal</span>
</div>
<h4 class="project-card__title">
<a href="https://www.bluebirdprofessionals.com/" target="_blank" rel="noopener noreferrer">
Bluebird Professionals, LLC<span class="sr-only"> (opens in new tab)</span>
</a>
</h4>
<p class="project-card__desc">
A small consulting practice focused on bookkeeping and small business growth services for local businesses and nonprofits. Built on a foundation of personalized service and community impact.
</p>
<ul class="tag-list" aria-label="Technologies">
<li>Consulting</li>
<li>Bookkeeping</li>
<li>Small Business Growth</li>
</ul>
</article>
<article class="project-card">
<div class="project-card__header">
<span class="project-type project-type--personal">Personal</span>
</div>
<h4 class="project-card__title">
<a href="https://www.learnersoftomorrow.com/" target="_blank" rel="noopener noreferrer">
Learners of Tomorrow, LLC<span class="sr-only"> (opens in new tab)</span>
</a>
</h4>
<p class="project-card__desc">
Free EdTech training platform built and maintained for community access. Designed to provide accessible, high-quality educational resources and training materials for educators, students, and lifelong learners in the field of educational technology.
</p>
<ul class="tag-list" aria-label="Technologies">
<li>EdTech</li>
<li>Cloud Hosting</li>
<li>Full Stack</li>
</ul>
</article>
<article class="project-card">
<div class="project-card__header">
<span class="project-type project-type--personal">Personal</span>
</div>
<h4 class="project-card__title">
<a href="https://silencebrokennow.org/survivor-wall" target="_blank" rel="noopener noreferrer">
Silence Broken, Inc.<span class="sr-only"> (opens in new tab)</span>
</a>
</h4>
<p class="project-card__desc">
Nonprofit board member and treasurer for SB supporting survivors of childhood sexual abuse. Provide financial oversight, strategic guidance, and operational support to advance the mission of empowering survivors and breaking the cycle of abuse.
</p>
<ul class="tag-list" aria-label="Technologies">
<li>Board of Directors, Treasurer</li>
<li>Nonprofit</li>
<li>Web Platform</li>
<li>Cloud</li>
</ul>
</article>
<article class="project-card">
<div class="project-card__header">
<span class="project-type project-type--personal">Personal</span>
</div>
<h4 class="project-card__title">
<a href="https://www.lamaestraloca.com/" target="_blank" rel="noopener noreferrer">
La Maestra Loca<span class="sr-only"> (opens in new tab)</span>
</a>
</h4>
<p class="project-card__desc">
Cloud-hosted for nearly a decade. A testament to sustainable,
low-maintenance architecture that just keeps running. Automated backups, security updates, and a simple WordPress setup have kept this personal blog alive and accessible for years with minimal intervention.
</p>
<ul class="tag-list" aria-label="Technologies">
<li>WordPress</li>
<li>Cloud Hosting</li>
<li>Long-term Ops</li>
<li>Low Maintenance</li>
<li>Low Cost</li>
</ul>
</article>
<article class="project-card">
<div class="project-card__header">
<span class="project-type project-type--personal">Personal</span>
</div>
<h4 class="project-card__title">Cigar Inventory App</h4>
<p class="project-card__desc">
Full-stack personal application for tracking cigar inventory, tasting notes,
and metadata. Private access only. Built as a clean reference implementation.
Maintains full CRUD functionality, user authentication, and a simple MongoDB backend for data persistence.
</p>
<ul class="tag-list" aria-label="Technologies">
<li>Full Stack</li>
<li>Auth</li>
<li>FastAPI</li>
<li>MongoDB</li>
<li>Node.js</li>
</ul>
</article>
</div>
</div>
</div>
</section>
<!-- ── Narrative Bridge: Work → Stack ──────────────────── -->
<div class="narrative-bridge" aria-hidden="true">
<div class="narrative-bridge__inner">
<span class="narrative-bridge__label">The Foundation</span>
<p class="narrative-bridge__text">Built on this technology stack.</p>
<p class="narrative-bridge__sub">The tools, platforms, and practices behind every system I ship.</p>
</div>
</div>
<!-- ═══════════════════════════════════════════
STACK - grouped technology capabilities
═══════════════════════════════════════════ -->
<section id="stack" aria-labelledby="stack-title">
<div class="container">
<h2 id="stack-title" class="section-label scroll-reveal">Stack</h2>
<div class="stack-grid stagger-parent">
<div class="stack-category">
<h3 class="stack-category__name">Cloud</h3>
<ul class="stack-list" role="list">
<li>AWS</li>
<li>GCP</li>
<li>Azure</li>
</ul>
</div>
<div class="stack-category">
<h3 class="stack-category__name">Platform & Orchestration</h3>
<ul class="stack-list" role="list">
<li>Kubernetes</li>
<li>K3s</li>
<li>Helm</li>
<li>Docker</li>
<li>Proxmox</li>
</ul>
</div>
<div class="stack-category">
<h3 class="stack-category__name">Infrastructure as Code</h3>
<ul class="stack-list" role="list">
<li>Terraform</li>
<li>Ansible</li>
<li>CloudFormation</li>
</ul>
</div>
<div class="stack-category">
<h3 class="stack-category__name">Networking</h3>
<ul class="stack-list" role="list">
<li>Cisco</li>
<li>Meraki</li>
<li>VPC Design</li>
<li>SD-WAN</li>
</ul>
</div>
<div class="stack-category">
<h3 class="stack-category__name">Languages & Scripting</h3>
<ul class="stack-list" role="list">
<li>Python</li>
<li>JavaScript</li>
<li>Bash</li>
<li>SQL</li>
<li>PowerShell</li>
</ul>
</div>
<div class="stack-category">
<h3 class="stack-category__name">Agentic AI</h3>
<ul class="stack-list" role="list">
<li>Agentic Workflows</li>
<li>LLM Orchestration</li>
<li>Tool & Skill Development</li>
<li>RAG Pipelines</li>
<li>MCP</li>
<li>Multi-agent Systems</li>
</ul>
</div>
<div class="stack-category">
<h3 class="stack-category__name">Data & Decision Intelligence</h3>
<ul class="stack-list" role="list">
<li>Digital Thread</li>
<li>Digital Twin</li>
<li>Monte Carlo Simulation</li>
<li>Databricks</li>
<li>Generative AI</li>
</ul>
</div>
<div class="stack-category">
<h3 class="stack-category__name">Security</h3>
<ul class="stack-list" role="list">
<li>Policy as Code</li>
<li>CompTIA Sec+</li>
<li>Compliance Automation</li>
<li>Zero Trust Patterns</li>
</ul>
</div>
<div class="stack-category">
<h3 class="stack-category__name">Practices</h3>
<ul class="stack-list" role="list">
<li>GitOps</li>
<li>CI/CD</li>
<li>FinOps</li>
<li>SRE</li>
<li>Platform Engineering</li>
</ul>
</div>
</div>
</div>
</section>
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