Max Butorin

Max Butorin

AI Solutions Architect / Senior AI Engineer

I design and build production AI systems — from business-process analysis and quality gates to architecture, implementation, evaluation, and deployment.

20+ AI solutions delivered to production across LLMs, RAG, AI agents, document intelligence, speech, and developer tooling.

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LLM · RAG · AI Agents · Evaluation · MLOps · Speech AI

Approach

Business problem first. Quality gates before code.

I identify the riskiest assumptions, validate them early, and design the system around measurable quality, cost, latency, privacy, and operational constraints.

How I work →Case studies

Production AI systems, explained through architecture, trade-offs, quality gates, and measurable results.

  • Construction AI document intelligence · on-prem
  • AI Code Reviewer 578 reviews in month one
  • Enterprise RAG Platform 12,000 SharePoint sources
Products & Open Source

Products and tools I build, operate, and use in real workflows.

  • whytap voice & meeting intelligence · live
  • session recall shared agent memory · open source
  • storm multi-model engineering workflow
Writing

Practical writing on AI architecture, RAG infrastructure, evaluation, agent systems, and production reliability.

  • Data Registrar
  • RAG Indexer
  • RAG Retriever
Services

AI Solutions Architecture & Development.

  • Solution discovery
  • Architecture review
  • End-to-end delivery
Acceptance-based payment for PoC/MVP →Experience
MR GroupBritish PetroleumVkusVillYooMoney

5+ years in AI/ML · 20+ production solutions · led a team of 4 ML engineers

Contact

Open to AI Solutions Architect / Senior AI Engineer roles — remote or relocation.

[email protected]
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Attention is all you need. Leverage is all I'm after.