For years I had ideas I couldn't build without resources I either didn't have, or had to convince others of the need and wait on someone's calendar. AI changed that.

Operations leader with many years managing complex organizations. Since early 2025, independently designing and building real tools with AI, without a traditional technical background. The skills needed to build useful tools or automations have evolved to be much more focused on constant learning and researching and finding the best way to get to the finish line.

0 Years in Operations
0 Built With AI
0 Into Building with AI

Mantis Crochet Notebook

Entering Beta

A browser-based crochet pattern workspace, entering beta. My main commercial product. You design a symbol chart by hand and it builds the chart, writes out the pattern, and checks the stitch math.

Manual-first, with no AI in the tool itself. One structured pattern model keeps the chart, the written text, and the cooking walkthrough in sync, plus a freeform PDF studio, pattern scaling, and garment schematics. Sibling knit and colorwork studios are in alpha, expanding the family beyond crochet.

Autonomous Execution Engine (IntentOS)

Learning Project

The project I built to actually understand AI and learn its capabilities. An AI-native system for work: submit intent in plain language, it decomposes the goal into a task graph, routes work to specialized agents, and executes under human governance.

My deep end of the pool. Building it forced me through orchestration, durable workflows, agent design, knowledge persistence, and governance, the systems concepts that make AI genuinely useful instead of just impressive.

TypeScript · Temporal · PostgreSQL/pgvector · Next.js

AI Content Pipeline

Personal Project

A creative canon of 270+ world-bible entries with enforced voice consistency, built with AI, for an original world. It also holds four constructed languages and a Voice Lab that speaks them aloud.

Enforced tonal registers per character type; a repeatable write → critique → revise → human-gate loop designed to produce consistent, canon-accurate output at scale without drifting into generic AI prose. Underneath sit four full constructed languages on a deterministic engine, with a Voice Lab that pronounces any of them in a chosen character's voice.

Audio Processing Pipeline

Prototype

Multi-stage audio segmentation and voice transformation pipeline.

Segments audio by character and transforms voices using ElevenLabs AI. A fast prototype, designed, built, and working in a single session, demonstrating multi-step AI API integration.

I've spent my career in operations, warehousing, manufacturing, security, technology, and running my own company. Different industries, different scales, but always the same work: figure out what's broken, figure out what should exist, make it happen.

What used to require a tech team, a budget, and months on someone else's calendar is now just your time and how much you're willing to invest in learning a landscape that changes almost daily.

Currently on the review crew for tbd/con 2026, a conference on AI across disciplines.

Let's talk.

Interested in AI adoption, operations, or what's possible when the two meet? Reach out.