Solutions Engineer · MBA

Gary Innerarity, MBA

I design and operate systems and integrations that scale - across cloud, on-prem, custom API's and everything between. Enterprise platforms, automation at depth, Artificial Intelligence for business.

Enterprise

Enterprise

Agentic Coder

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.

  • Agentic AI
  • LLM Orchestration
  • Tool Use
  • RAG
  • Workflow Automation
Enterprise

Enterprise AI Workflows

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.

  • Agentic AI
  • LLM Orchestration
  • Tool Use
  • RAG
  • Workflow Automation
Enterprise

Agents, Skills & Tools

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.

  • Agent Development
  • Skill Design
  • Tool Calling
  • Function Calling
  • MCP
Enterprise

Digital Thread

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.

  • Platform Engineering
  • Metadata Management
  • REST API
  • React
  • Decision Intelligence
Enterprise

Digital Twin Simulations

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.

  • Digital Twin
  • IoT
  • Systems Modeling
  • Decision Intelligence
  • Simulation
Enterprise

Automated Cyber Compliance

Full-stack design and development of continuous automated compliance pipelines integrated into the Vertasyn platform - from policy-as-code through real-time audit dashboards.

  • Policy as Code
  • Compliance Automation
  • CI/CD
  • Cloud Security
Enterprise

Terraform Module Library

Engineered a reusable Terraform module library for multi-cloud deployments - standardizing IaC patterns across teams to eliminate drift and accelerate provisioning velocity.

  • Terraform
  • AWS
  • GCP
  • IaC
Enterprise

Monte Carlo Simulator

Developed probabilistic risk analysis tooling using Monte Carlo simulation to support decision-making across complex engineering and cost estimation scenarios.

  • Python
  • Simulation
  • Risk Analysis
  • Data Science
Enterprise

Digital Catalog

Built a digital asset management component that ingests raw BIM, Reality Capture, and 3D modeling outputs and converts them into a structured, queryable catalog.

  • BIM
  • Reality Capture
  • DAM
  • 3D Pipeline

Personal

Personal

Physical AI Assistant

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.

  • Raspberry Pi
  • Physical Computing
  • Personal Productivity
Personal

Bluebird Professionals, LLC

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.

  • Consulting
  • Bookkeeping
  • Small Business Growth
Personal

Learners of Tomorrow, LLC

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.

  • EdTech
  • Cloud Hosting
  • Full Stack
Personal

Silence Broken, Inc.

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.

  • Board of Directors, Treasurer
  • Nonprofit
  • Web Platform
  • Cloud
Personal

La Maestra Loca

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.

  • WordPress
  • Cloud Hosting
  • Long-term Ops
  • Low Maintenance
  • Low Cost
Personal

Cigar Inventory App

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.

  • Full Stack
  • Auth
  • FastAPI
  • MongoDB
  • Node.js

Cloud

  • AWS
  • GCP
  • Azure

Platform & Orchestration

  • Kubernetes
  • K3s
  • Helm
  • Docker
  • Proxmox

Infrastructure as Code

  • Terraform
  • Ansible
  • CloudFormation

Networking

  • Cisco
  • Meraki
  • VPC Design
  • SD-WAN

Languages & Scripting

  • Python
  • JavaScript
  • Bash
  • SQL
  • PowerShell

Agentic AI

  • Agentic Workflows
  • LLM Orchestration
  • Tool & Skill Development
  • RAG Pipelines
  • MCP
  • Multi-agent Systems

Data & Decision Intelligence

  • Digital Thread
  • Digital Twin
  • Monte Carlo Simulation
  • Databricks
  • Generative AI

Security

  • Policy as Code
  • CompTIA Sec+
  • Compliance Automation
  • Zero Trust Patterns

Practices

  • GitOps
  • CI/CD
  • FinOps
  • SRE
  • Platform Engineering
AWS Certified Solutions Architect – Associate
AWS Solutions Architect
AWS Certified Cloud Practitioner
AWS Cloud Practitioner
Cisco CCNA
Cisco CCNA
Cisco CCENT
Cisco CCENT
Cisco Meraki Network Operator
Cisco Meraki Network Operator
CompTIA Security+
CompTIA Security+
Databricks Generative AI
Databricks Gen AI
Google Cloud Platform Fundamentals
GCP Fundamentals
Microsoft Technology Associate
MTA
AMP Admin I
AMP Admin I
AMP Admin II
AMP Admin II
AMP Admin Security
AMP Admin Sec
AWS Partner Accreditation – Technical
AWS Partner Technical
AWS Partner Security Best Practices
AWS Partner Security

A living knowledge base - architecture patterns, platform deep-dives, and operational runbooks. Select any note to read.

Select a note from the list to begin reading.

Reusable AI skill patterns — select any skill to read, then copy the raw markdown to adapt for your own stack.

Select a skill to view and copy.

    About Gary Innerarity

    Gary Innerarity is a Solutions Engineer holding an MBA, based in the United States. He specializes in enterprise agentic AI systems, LLM orchestration, digital thread platforms, digital twin simulations, multi-cloud infrastructure architecture, and platform engineering. He holds more than 14 professional certifications issued by Amazon Web Services, Cisco, CompTIA, Google, Databricks, and Microsoft.

    Agentic AI and LLM Orchestration

    Gary designs and builds production-grade agentic workflows that orchestrate multi-step LLM pipelines, custom tools, and specialized agents that reason, retrieve, and act across live enterprise systems. He has built a multi-tenant, multi-provider agentic coding assistant — called Agentic Coder — that integrates with enterprise SKILLS repositories to help engineering teams write, review, and optimize code across languages and frameworks. He develops composable building blocks for agentic systems including purpose-built agents with defined roles, reusable skills, custom tool and function calling integrations, and Model Context Protocol (MCP) servers. His RAG pipeline implementations index enterprise knowledge bases for real-time retrieval by LLM agents.

    Digital Thread Platform

    Gary designed and built a full-stack enterprise digital thread platform at Vertasyn connecting metadata, artifacts, and cross-system relationships into a continuous data thread. The platform enables end-to-end traceability across the engineering lifecycle, giving decision-makers a unified view of how requirements, designs, systems, and outcomes relate across programs. The frontend is built in React; the backend exposes REST APIs integrating with existing enterprise data sources.

    Digital Twin Simulations

    Gary builds digital twin simulations — virtual replicas of physical systems — that feed real-time operational data back into enterprise decision loops. These systems enable predictive analysis, scenario modeling, and outcome simulation before committing real-world resources, reducing risk and accelerating engineering decisions.

    Automated Cyber Compliance

    Gary designed and built continuous automated compliance pipelines integrated into the Vertasyn platform, spanning from policy-as-code authoring through CI/CD enforcement to real-time audit dashboards. These pipelines eliminate manual compliance checks and provide continuous, auditable evidence of control adherence for cloud environments.

    Infrastructure and Cloud Architecture

    Gary engineered a reusable Terraform module library covering multi-cloud deployments across Amazon Web Services and Google Cloud Platform, standardizing IaC patterns across engineering teams to eliminate configuration drift and accelerate provisioning. His cloud certifications include AWS Certified Solutions Architect Associate and AWS Certified Cloud Practitioner, both issued by Amazon Web Services. He operates a personal homelab running Proxmox, Kubernetes (K3s clusters), Helm, and Docker to develop and test infrastructure patterns before enterprise deployment.

    Monte Carlo Simulation and Risk Analysis

    Gary developed probabilistic risk analysis tooling in Python using Monte Carlo simulation to support decision-making for complex engineering and cost estimation scenarios, enabling teams to quantify uncertainty and model outcome distributions before committing to project plans.

    Certifications

    Gary holds 14 or more professional certifications: AWS Certified Solutions Architect Associate (Amazon Web Services), AWS Certified Cloud Practitioner (Amazon Web Services), AWS Partner Accreditation Technical (Amazon Web Services), AWS Partner Security Best Practices Technical (Amazon Web Services), Cisco CCNA (Cisco), Cisco CCENT (Cisco), Cisco Meraki Network Operator (Cisco), CompTIA Security+ (CompTIA), Databricks Generative AI Fundamentals (Databricks), Google Cloud Platform Fundamentals (Google), Microsoft Technology Associate (Microsoft), AMP Admin I, AMP Admin II, and AMP Admin Security.

    Technical Stack

    Cloud platforms: Amazon Web Services, Google Cloud Platform, Microsoft Azure. Container orchestration: Kubernetes, K3s, Helm, Docker, Proxmox. Infrastructure as Code: Terraform, Ansible, AWS CloudFormation. Languages: Python, JavaScript, Bash, SQL, PowerShell. AI and ML: agentic workflows, LLM orchestration, RAG pipelines, MCP, multi-agent systems, Databricks, generative AI. Networking: Cisco, Meraki, VPC design, SD-WAN. Security: policy-as-code, compliance automation, zero-trust patterns, CompTIA Security+. Practices: GitOps, CI/CD, FinOps, SRE, platform engineering.

    Personal Projects and Community Work

    Gary founded and maintains Learners of Tomorrow, LLC (learnersoftomorrow.com), a free EdTech training platform providing accessible educational resources to the public. He serves on the Board of Directors and as Treasurer of Silence Broken, Inc. (silencebrokennow.org), a nonprofit supporting survivors of childhood sexual abuse, where he provides financial oversight, strategic guidance, and operational support. He operates Bluebird Professionals, LLC (bluebirdprofessionals.com), a consulting practice delivering bookkeeping and small business growth services to local businesses and nonprofits. La Maestra Loca (lamaestraloca.com) is a WordPress site Gary has cloud-hosted and maintained continuously for approximately 10 years, demonstrating sustainable low-maintenance cloud architecture. He also built a private full-stack cigar inventory application with CRUD functionality, user authentication, a FastAPI backend, and a MongoDB database for data persistence.

    Contact and profiles: LinkedIn at linkedin.com/in/garyinnerarity — GitHub at github.com/garyinnerarity.