Applied AI Solutions & Workflow Design

I apply human-centered AI to the highest-leverage problems, helping people operate more effectively and reclaim time.

Selected Proof

Workflow / Automation System

Job Application Companion

A job application companion that empowers job seekers by automating manual tasks, so they can focus on the high-leverage decisions.

Proves I can design and control an AI-enabled operational workflow.

Live and in active use, deployed for one additional user beyond myself.

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Research / Intelligence System

Research-to-Artifact System

A repeatable research system that turns an ambiguous question into source-disciplined evidence and a decision-ready artifact.

Proves I can turn ambiguous questions into governed evidence and decision-ready artifacts.

Self-use only, applied to AI-landscape research and portfolio/marketing decisions.

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Decision / Planning System

Governed AI Decision & Execution Framework Coming soon

A governed planning system that develops alternatives, tests them against locked criteria, and converts the selected decision into an executable plan, with AI never holding final authority.

Proves I can use AI inside a disciplined decision and execution method without outsourcing the final call.

Self-directed case: applied to my own career transition. Planning and selection complete, execution ongoing.

How the work connects

The same operating pattern runs through all three projects, ending in a different action.

Define the problem
Build the execution framework
Execute with AI
Branch when needed
Job Application Companion
An operational workflow
Research-to-Artifact System
A decision-ready artifact
Governed AI Decision & Execution Framework
An executable plan

Why I Do This Work

After three years of using AI in real estate, and coming from a background as a military officer, I realized the work I enjoyed most was being a strategic operator who builds solutions. AI is becoming more accessible by the day, and I want to help extend that into business and personal contexts alike.

Full history lives on LinkedIn.

Published Elsewhere

Published perspective on how AI is reshaping the job search and hiring process.

All Things Open, August 2026 · Read the article