Tyreal Dobson cover
Tyreal Dobson
Tyreal Dobson

AI Automation and Operations Specialist

Actively looking · Member since 3 Sep 2026
Location
Toronto, Canada
Desired salary
Unspecified
Work preference
Remote Only / Full Time
Experience level
Senior

About

Professional summary

I build autonomous AI systems that turn business operations into reliable, production-ready workflows. My focus is identifying human bottlenecks, designing the automation architecture, and deploying systems that operate on live data with real business outcomes.

Through my registered business, Eidolon Systems Network, I have deployed seven autonomous systems running continuously. These include a profitable live trading system on Kraken, a startup automation pipeline that creates Stripe-integrated products from initial discovery, and an AI outreach engine that sources jobs, generates targeted proposals, and submits applications automatically.

I work with stateful feedback loops, parallel workstreams, multi-model routing, and production guardrails. I understand common LLM failure modes such as drift, repetition, and unreliable outputs, and I design systems to reduce those risks.

My AI workflows use providers and models including Claude, Grok, GPT, DeepSeek, Groq, and Gemini. I combine practical automation with business-process understanding to create systems that are useful beyond prototypes.

Before focusing on AI automation, I spent approximately a decade in operations, retail management, guest experience, and sales. This background helps me evaluate processes from an operational perspective before automating them.

I am seeking a remote role where I can apply AI automation, workflow architecture, and operations experience to solve real business problems for a team.

Skills

9 capabilities

Tech stack & tools

Working toolkit

Application Hosting

Data Stores

Languages & Frameworks

Mobile

Experience

Career history

AI Automation and Autonomous Systems Builder Eidolon Systems Network

I build and operate autonomous production systems that automate business workflows using AI, multi-model routing, stateful feedback loops, and guardrails.

I deployed a live autonomous trading system on Kraken that executed 55 trades and finished net profitable. I also built a startup pipeline that takes an idea from discovery to a live Stripe-integrated product without manual steps.

Additional systems include an AI outreach engine that scraped five job boards, generated targeted proposals, and dispatched 139 applications, as well as an Etsy digital-product workflow with automated personalized-file generation and order fulfillment.

Guest Experience Operations Ripley's Aquarium

Worked for five years in high-volume guest experience operations.

Supported customer-facing operations in a fast-paced environment and developed practical experience in service delivery, operational processes, and managing high visitor volumes.

Education

Learning history
No education data available.

This professional hasn’t added portfolio projects yet.

This professional hasn’t listed any services yet.

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