AI MODE

About

I'm a systems strategist who builds with AI. Business background, operator instincts, and an obsession with how things should work.

I've been AI-native from the start. Started building with ChatGPT and Claude before most people in my industry knew they existed. Because I saw where building was going. Systems thinking first, implementation second.

By day, I'm Principal AI Solutions Architect at Contextual.io, a PE-backed enterprise AI platform acquired by Southfield Capital. I architect solutions, close deals, and have delivered across 10+ industries.

At Contextual, I also led the initial solution catalog: repeatable pattern systems designed for rapid deployment across industries. Architect once, deploy many. That same thinking drives everything I build.

Do Nothing Labs is where I build the systems that interest me and prove that the future of building belongs to people who think in systems, not people who memorize syntax.

Stack & Tools
AI / LLMs
Claude MCP OpenAI Gemini / Vertex AI Perplexity
Data / Vector
Supabase Convex HydraDB OpenAI Vectors Contextual.ai
Platforms / Infra
Contextual.io Node-RED Vercel AWS VPS
Auth
Clerk Stytch
Scraping / Data
Firecrawl Parallel
Tools
Claude Code Antigravity Cursor
Integrations
QuickBooks Salesforce Breezeway Airtable Monday.com Intapp

How I work with companies

I take 2-3 fractional engagements at a time. Embedded strategic partnership, not outside advice. I stay, I own outcomes, and I adjust when things don't work.

START HERE

AI Systems Audit

Two-week deep dive into your operations. I map where AI fits, what's worth building, what's not, and deliver a roadmap with architecture recommendations. A fraction of what a full-time AI hire costs.

ONGOING

Fractional AI Leadership

Embedded 1-2 days per week. I attend your leadership meetings, architect systems, direct builds, and own the AI strategy. Think fractional Chief AI Officer without the $300K+ salary.

ENABLEMENT

AI Lessons

I teach your team how to use Claude, Claude Code, MCP, and modern AI tools to 10x their output. Hands-on sessions, workflow design, and practical implementation. Learn to build, not just prompt.

GET IN TOUCH
CURRENT ROLE
Principal AI Solutions Architect
PRIOR
Co-Founder & Head of Strategy
Panoply · Short-Term Rental Management · Strategic exit
EDUCATION
B.S. Business Administration
University of Arizona, Eller College
LOCATION
Tucson, AZ
Open to remote engagements
LINKS