Hands-on AI product audits and fractional AI architecture from Anton Shumeiko, Lead AI Engineer running AI in production at consumer scale.
One to two weeks, fixed scope, fixed price. Where AI features can drive revenue and upsell, AI in funnels for conversion and retention, internal workflows worth automating, where no AI or no expensive model is needed, and the cost, latency and quality of AI already in production. Deliverables: written report, target architecture, unit economics, metrics plan, 30/60/90-day roadmap and a walkthrough with your team.
Part-time, scope agreed on the intro call: an agentic development process with AI agents at every stage, team training on Claude Code, Cursor and Codex, company process automation, AI architecture and model strategy, roadmap, reviews of AI code, prompts and evals, provider decisions, hiring for AI roles.
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