Strategic consulting and hands-on engineering to integrate intelligent automation into your development workflow — from discovery through production.
Identify the highest-leverage opportunities for AI in your product. Evidence-based roadmapping that connects business outcomes to technical implementation.
Hands-on integration of AI capabilities into your existing codebase. From LLM orchestration to MCP servers, built to production standards.
Design and build the developer-facing tools, SDKs, and workflows that make AI features feel native to your product — not bolted on.
Deep dive into your product, users, and tech stack to find the AI opportunities that actually matter.
Rapid proof-of-concept to validate approach, measure impact, and build team confidence.
Production implementation alongside your engineering team. Integrated, tested, documented.
Your team owns the outcome. Knowledge transfer, runbooks, and ongoing support to ensure independence.
I've spent my career building developer tools and taking products from zero to one. My approach combines product management discipline with the technical chops to actually build the thing — not just spec it.
Let's talk about where AI fits in your product and how to get there without the hype.
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