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Consulting

Independent technical advisory on AI, Web3 and architecture decisions, brought in before a bad call gets expensive to unwind.

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Overview

Some decisions are cheap to get wrong. An AI, Web3 or architecture call usually isn't one of them. This is independent advisory for founders and teams sitting in front of exactly that kind of decision.

How I Work

I review an existing system or a proposed design and go straight for where the real risk lives, not the version of "audit" that reads down a generic checklist. The advice comes from having actually built and shipped AI and Web3 products myself, SharapovLab Trading Lab and Protonia among them, so it's grounded in things that broke in production, not just theory.

Engagements stay focused. A specific decision, a specific review, not an open-ended retainer by default (though that can be arranged if it genuinely fits). And recommendations come back written, with the reasoning attached, so the trade-offs are on record rather than living in a call nobody took notes on.

Who This Is For

Founders or technical leads who want an outside, hands-on set of eyes before committing to an architecture or a technology direction.

FAQ

Is this strategic advice or hands-on technical review?

Hands-on. I'm reading actual architecture, actual code, actual system design. Not sitting through strategy slides.

Can consulting lead into a build engagement?

Often does. A consulting pass tends to clarify exactly what an architecture design or full-stack build afterward should actually cover.