Dustin

Finding order in complexity

About

I didn't start in tech. I came from a different industry, and I see things through a different lens.

I'm drawn to deeply complex systems — how they work, how the parts interlock, how something seemingly impossible comes alive from nothing. AI is the one that fascinates me most.

I write code with AI. I automate workflows with AI. AI is woven into every part of how I work and live. This isn't a job — it's something I can't stop doing.

How I work

“

I am most interested in systems before they are tidy, when the structure is still hidden and the real job is to find the logic that can hold everything together.

“

AI becomes meaningful to me when it stops performing as spectacle and starts operating as part of a product, a workflow, or a durable way of working.

What I do

  • Planning systems
  • Tool orchestration
  • Agent memory
  • Operational loops
  • Process design
  • Trigger logic
  • Cross-app flows
  • Quality checks
  • Private stacks
  • Model hosting
  • GPU workflows
  • Offline operation
  • System prompts
  • Evaluation loops
  • Guardrails
  • Behavior tuning
  • Retrieval layers
  • Index strategy
  • Grounded answers
  • Knowledge shaping
  • Model adaptation
  • UI forks
  • Custom nodes
  • Infrastructure patches
  • Product logic
  • Data flow
  • Interface structure
  • Delivery planning
  • Rapid prototypes
  • Concept studies
  • Interface tests
  • Future tooling

Selected ecosystems

Get in Touch

If you are planning a system, product, or AI workflow, I would love to hear what it needs to become.

Contact