Bring me in when you need senior AI product judgment, hands-on architecture, and production software execution without hiring a full-time AI lead.
Own AI direction, architecture, and delivery rhythm without adding a full-time senior hire. I help product and engineering teams decide what to build, what not to automate, and how to ship it.
Best for teams that need senior AI judgment now.Turn an AI product idea into a buildable system: user flows, model boundaries, data shape, eval points, guardrails, and the first version that can reach real users.
Best for founders and product teams before or during build.Add reliable LLM behavior to an existing app: extraction, routing, tool calls, agents, scoring, judging, and the deterministic checks around the model.
Best for products that need AI depth inside an existing stack.Take a focused AI product from zero to live: application, AI workflow, payments or delivery where needed, and the production basics that make it usable.
Best for founders racing to validate with a real product.An AI recruiting platform that turns plain conversation into hiring briefs, job posts, CV screening, personalized assessments, and candidate analysis.
An AI-native consumer product with image generation, payments, delivery, and a conversion-focused landing experience.
The hard part is the 80% around it: decomposition, routing, judging, guardrails, data shape, product flow, and the judgment to know when not to use AI.
Decompose fuzzy AI work into small, testable responsibilities.
Use deterministic checks where the system must not guess.
Separate generation from judging so models do not grade themselves.
Ship narrow first versions that survive real users, not just demos.
Book a call and tell me what you are building. If there is a fit, we will map the fastest path to something real.
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