Architect role designing AI infrastructure for enterprise ML/LLM solutions remotely in Russia: defines AS-IS/TO-BE architecture, closed-loop GPU deployments, model lifecycle (serving, versioning, monitoring) and non-functional requirements, then prepares artifacts (C4/UML, ADR) and defends them before architecture committees.
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