Jason Ead | Systems Engineer, AI Architect & Automation Innovator

Enterprise Systems Operational AI

Systems Engineer. AI Systems Architect. Technology Innovator.

I combine enterprise engineering experience with practical AI development to build secure systems, intelligent automation, operational assistants, and original solutions.

Verified OpenAI 2025 Recognition

Top 1%for messages sent

First 0.1%of ChatGPT users

Enterprise Engineering AI Systems Intelligent Automation

Explore My Systems View My Career

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Why Jason

I understand existing systems, then design what should come next.

I bring the curiosity of an experimenter, the caution of an enterprise administrator, and the persistence of a builder.

The numbers reflect sustained AI exploration at unusual scale. The value comes from converting that repetition into working systems, stronger methods, and practical solutions.

Photograph of Jason Ead's original OpenAI 2025 ChatGPT recap statistics — Original recap screen recovered from Jason's backup PC.

Verified OpenAI 2025 Recognition

Top 1%for messages sent

First 0.1%of users

20,160+messages sent

1,108chats in 2025

Official personalized usage recap, not an award. Evidence of sustained AI exploration, rapid experimentation, and exceptionally early platform adoption.

I do not force generic AI onto a problem. I study the environment and build around the people, systems, risks, and outcome.

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Enterprise Authority

Trusted with systems that support thousands of users.

Privileged responsibility in a complex global technology environment.

10K–13Kusers across multiple devices and environments

Current Function

Systems Engineer

Engineering and supporting solutions across a global enterprise environment.

Identity

Domain & Entra Admin

Privileged directory and identity administration with enterprise-level impact.

Endpoints

Intune Administrator

One of two Intune administrators supporting the organization-wide environment.

Innovation

Authorized AI Development

Trusted to experiment with AI and develop methods and solutions for enterprise use.

Public summary intentionally excludes confidential architecture, access paths, products, and security details.

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Career Journey

A career built by evolving with technology.

Origins

Early Technology Explorer

Computers from age eight, dial-up, websites, hardware repair, console modification, custom ROMs, and firmware.

CVS Pharmacy

Help Desk Support

Three years building remote troubleshooting, triage, communication, and user-support discipline.

Martin's Maintenance

Director of IT

Moved from sales into technology leadership, replacing paper-heavy operations with digital systems as the company expanded nationally.

Providence Water

Systems Administrator II

Managed infrastructure and helped transition the organization from physical systems to VMware virtualization.

IGT

Systems Engineer

Progressed from Systems Administrator II into global enterprise engineering and authorized AI experimentation.

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What I Build

Unique solutions for complex technical and operational problems.

The right answer may be an automation, an application, a technical standard, or a connected system.

01

Enterprise Systems

Identity, endpoints, infrastructure, Microsoft environments, migrations, administration, and technical governance.

02

Operational AI

Local and cloud models, persistent memory, tools, skills, specialist agents, messaging, and approval controls.

03

Intelligent Automation

PowerShell, scheduled workflows, research systems, notifications, documentation, and process automation.

04

Custom Applications

AI-enabled tools, internal utilities, analytical systems, dashboards, interfaces, and rapid prototypes.

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How I Work

From unclear problem to practical solution.

01

Understand

Learn the environment, users, risks, constraints, and desired outcome.

02

Architect

Define the workflow, controls, tools, dependencies, and success criteria.

03

Build

Create the automation, application, integration, or technical process.

04

Validate

Test behavior, security, usability, edge cases, and failure conditions.

05

Improve

Document knowledge, measure results, and refine what works.

The goal is not technology for its own sake. The goal is a solution people can trust and use.

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Flagship AI System

Hermes and the Shared Brain.

An operational AI environment designed for continuity, governed action, and daily use.

OperationalPrivate systemUsed daily

OperatorHermesLinux VM

Local LLMsCloud APIsTelegramTools & SkillsApprovalsSpecialist AgentsTTSAutomation

Persistent KnowledgeShared Brain1,085 files inventoried June 7, 2026

Cross-device contextShared source of truth across agents and environments.

Bot ExchangeAsynchronous queue, worker, result, and artifact patterns.

Scheduled intelligenceResearch, categorization, TTS, Telegram delivery, and dated records.

Human controlApproval gates and explicit specialist-agent delegation.

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Working Applications

Ideas translated into functioning software.

Built through sustained experimentation, testing, correction, and preserved versions.

OperationalReact + Express + Ollama

Ollama Chat Arena

A local-LLM debate and testing platform with configurable models, characters, personalities, roles, stances, avatars, voices, debate rounds, and TTS.

Up to eight AI participants
Edge TTS, Piper, and browser voices
Production build verified June 7, 2026

Working BuildReact + Express + Market APIs

Oracle Strategy

An analytical application developed from personal TradingView observations and refined through indicator research and trial-and-error testing.

Regime and confluence logic
RSI, Stoch RSI, MACD, volume, divergence
Production build verified June 7, 2026

Confirmed Artifact40-file technical package

AI Systems Handoff

Architecture, applications, paths, dependencies, risks, acceptance criteria, recovery rules, and next actions for a complex AI environment.

Knowledge continuity
Governance and preservation rules
New-team-ready documentation

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Business Transformation

Technology should improve how an organization operates.

My experience connects technical decisions to people, processes, growth, and business reality.

Starting PointRegional, paper-heavy operations

Manual processes, limited technology, and operations across roughly five nearby states.

→

Technology LeadershipDigital systems for national growth

Introduced computers and technology-supported processes as Martin's Maintenance expanded nationwide and served major accounts.

Entered through salesAdvanced to Director of ITModernized operationsSupported national scale

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The Advantage

One person connecting systems, AI, automation, and business reality.

Enterprise judgment

Experience in high-impact environments where security and reliability matter.

Builder mentality

I move from observation to implementation, test the result, preserve versions, and iterate.

AI fluency

Local models, cloud APIs, agents, coding systems, memory, tools, and orchestration.

Business understanding

Support, sales, leadership, modernization, infrastructure, and global engineering.

Persistent curiosity

A lifelong pattern of repairing, modifying, learning, and applying emerging technology.

Clear continuity

Documentation, handoffs, standards, and governance make complex work safer to continue.

I build solutions that are specific enough to be useful and structured enough to grow.

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Let's Build

Bring me the complicated problem, repetitive process, or idea that has not been built yet.

I am open to AI and automation collaboration, systems-engineering opportunities, internal tools, technical consulting, product development, and innovation partnerships.

Discuss a Solution Connect on LinkedIn

Let's build something useful, intelligent, and uniquely suited to the environment.

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