You're spending time on work that should be automated
Follow-up, reporting, data entry, coordination — hours every week that never make the priority list because it feels like "just how things are."
AI Strategy & Engineering
I'll help you figure out where AI creates real value — and then build it.
Strategy, engineering, and implementation for leaders who want results in weeks, not quarters. I find the highest-leverage AI opportunities in your business and build the systems that capture them.
Who This Is For
You don't need to know what AI can do. You need to know what it should do for you.
You're making a bet on AI and want someone technical in your corner
You don't want to hire a full team or trust a vendor pitch. You want an engineer who understands business, not a salesperson who understands demos.
You know AI matters but aren't sure where to start
Something is shifting and you can feel it. You don't have time to become an AI expert — you need someone who already is.
You want to move faster than your competitors
The advantage right now belongs to whoever moves first. Six months from now, the early movers will have the systems, the data, and the positioning locked in.
What I Build
Six places AI tends to pay for itself first.
Most businesses don't need ten AI projects. They need one or two that actually move the needle.
Automation
Workflow automation
Follow-up engines, reporting, data plumbing — the work that eats hours every week.
Strategy
AI opportunity mapping
Where AI creates leverage in your business — and where it doesn't.
Knowledge
Knowledge systems
Make your team's docs, threads, and SOPs answerable on demand.
Tools
Custom internal tools
The dashboard, app, or workflow your team has been hand-rolling in spreadsheets.
Reliability
Evals & reliability engineering
The difference between an AI demo and an AI system you can trust.
Assistants
AI agents & assistants
Automated assistants that handle inquiries and act on them for you.
Connect
Let's figure out if working together would be a good fit.
The fastest way is a quick call. Or drop me a message and I'll reply within 24 hours.
How I Work
Assess. Prioritize. Execute.
Every engagement starts with understanding what actually matters in your business. From there it's weeks, not quarters, to working systems.
Assess
A focused conversation about your business, your workflows, and where time and money are being lost. I map the landscape before recommending anything.
Prioritize
Not everything that can be automated should be. I identify the highest-leverage opportunities and build a clear case for what to do first, second, and not at all.
Execute
Strategy without implementation is a slide deck. I build the systems — automations, AI workflows, custom tools — and make sure they actually work in your environment.
About
I build AI systems for a living, and understand business operations.
As an AI engineer at Trilogy, I ship production AI systems — agentic workflows, evaluation frameworks, knowledge-retrieval pipelines, the infrastructure that makes AI actually work at scale. I'm also completing a graduate degree at Stanford.
Before engineering, I spent a decade in B2B sales and operations — closing $11MM+ in revenue, running 3,000+ meetings, building a Google Ads agency, and launching a React Native startup with 14 partners. That combination is why I can sit in a room with a CEO and an engineering team and translate between both.
- AI Engineer, Trilogy — Production RAG, evals, agentic workflows, performance optimization.
- Stanford AI Graduate Certificate — Frontier ML and AI fundamentals.
- $11MM+ in B2B Revenue — Real discovery, stakeholder alignment, and close discipline.
- Built & Operated Businesses — Ads agency, React Native startup, marketing operations from zero.
- Full-Stack Builder — Python, TypeScript, React, vector DBs, agent orchestration, prompt engineering.
Connect
Let's figure out if working together would be a good fit.
The fastest way is a quick call. Or drop me a message and I'll reply within 24 hours.