Production AI Consulting for Technical Teams

Ship AI that survives production.

I help founders, CTOs, and engineering teams design, build, and ship production-grade AI systems — from architecture and prototypes to agents, RAG, evals, infrastructure, and product execution.

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Positioning

From AI ideas to systems you can rely on.

Most teams can get a demo working. The hard part is everything after: turning prototypes into reliable, production-ready systems that hold up under real users, real data, and real cost constraints. That's where I work.

I'm a software engineer, software architect, AI engineer, and founder. I've designed and scaled data pipelines and platforms, helped take a network from Series A to a $1B valuation, and I build AI products myself. You get senior, hands-on judgment — not slideware.

Services

How we can work together

Three focused ways to engage, depending on where you are.

A. AI Architecture Audit

A focused review of your AI product, architecture, data flows, model/tool choices, RAG or agent design, infrastructure, reliability, evaluation strategy, and cost profile.

Deliverables

  • Architecture review
  • Technical risk assessment
  • Recommended roadmap
  • Build-vs-buy recommendations
  • Prioritized next steps

B. AI Prototype Sprint

A hands-on sprint to turn an AI product idea, internal workflow, or technical hypothesis into a working prototype or production-ready spike.

Deliverables

  • Working prototype or technical proof of concept
  • Architecture notes
  • Implementation plan
  • Risks and next-step recommendations

C. Fractional AI Architect / CTO Advisor

Ongoing technical advisory for founders and engineering leaders building AI products or adding AI to existing products.

Deliverables

  • Weekly or biweekly advisory sessions
  • Architecture and product guidance
  • Hiring and team-building advice
  • Vendor/model/tool selection
  • Review of critical technical decisions
Scope

What I can help with

Fit

Who this is for

AI Socratic Expert Network

A curated network, not a marketplace.

Through AI Socratic, I also have access to a broader network of AI engineers, researchers, and builders. For larger projects, workshops, or specialized implementation needs, I can help assemble a curated team from the community.

This is hand-picked and vetted for quality — a curated expert network, not an open marketplace.

Building something with AI?

If you're designing, prototyping, or scaling an AI product, I can help you make the right technical decisions and move faster.

Book a consulting call