Building with AI at every layer

From team enablement to deployed infrastructure — each project demonstrates a different AI PM capability.

RAG Architecture & Applied Methodology Innovation Deployed & Complete

My Permanent Record

Asked my AI coworkers to formally review my job performance — then built My Permanent Record, the evidence infrastructure that makes the grades auditable.

RAG Pipeline Vector Search Multi-Agent Systems Edge Computing
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My Permanent Record
AI Product Development — Education/Accessibility Gem Pilot Passed — Product Development

PHINEAS

AI teaching assistant using corpus linguistics to rewrite complex text at target reading levels — now in beta at an ESL academy in Singapore

LLM API Embeddings Prompt Engineering Corpus Linguistics
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PHINEAS
Taste-Enabled Creator Agent Framework Active — Three Instantiations
Taste-Enabled Creator Agents·Universal Persona Systems

Limner

A framework for taste-enabled creator agents — three instantiations across pixel art, ASCII rendering, and hardware cartridges. Agents that judge their own work and refuse to ship below the bar.

Autonomous Agents Quality Gating Multi-Tool Orchestration Computer Vision
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Limner
AI-Native Collaboration Space MVP / Beta / Teamfood — Live
Context-Station Architecture·Universal Persona Systems

EMB-001 — The Alpha Embassy

The first physical space governed by a published AI social contract — a converted 1951 suburban structure designed from the ground up around continuous AI operatorship.

AI Governance Context Engineering Multi-Agent Coordination IoT
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EMB-001 — The Alpha Embassy
AI-Enabled Team Leadership Complete

EV Conversion Revival

Resurrected a stalled EV build by embedding AI into a 3-person workshop team

AI Adoption Change Management Cross-Functional Leadership Workshop Facilitation
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EV Conversion Revival
Archived
Context-Station Architecture — Ancestor
Context-Station Architecture

mTm-Ch

Personal AI infrastructure solving the hardest problem in LLM workflows: context that survives session boundaries

Context Engineering Multi-Agent Systems Session Persistence Cold-Start Protocols
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mTm-Ch
Archived
Taste-Enabled Creator Agents — Ancestor
Taste-Enabled Creator Agents

Summoning Chamber

AI agent builder disguised as a 1992 DOS RPG — full product from concept to shipped build

Full-Stack Development Multi-Provider AI Product Design Agent Architecture
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Summoning Chamber