ceo's CV

Message
WhatsAppLinkedIn

Profile summary

Strategic AI Systems Architect and AI Engineer with 9 years shaping complex technical outcomes across multi-agent orchestration, infrastructure delivery, and sovereign contour development. Known for architecting production systems on Amazon Bedrock using LangGraph and deploying infrastructure-as-code across multiple AWS stacks. Committed to building secure, scalable, and portable architectures that bridge cloud and on-prem environments.

Career highlights

Multi-Agent Orchestration Architecture: Architected a production multi-agent orchestrator on Amazon Bedrock using LangGraph with multi-model routing and a deterministic human-in-the-loop layer.

Infrastructure Delivery and Security: Delivered infrastructure-as-code across 6 AWS CDK stacks containing 51 Lambda functions and 13 DynamoDB tables while achieving 93% on AWS Security Hub.

Sovereign Contour Development: Built a self-hosted sovereign contour sharing a 26-tool ERP core supporting deployment transitions between managed AWS and on-prem GPU environments.

Key skills

TechnicalAWS — Lambda API Gateway (REST + WebSocket) portable architecture (adapter pattern — model + memory swap across AWS / Alibaba Cloud / self-hosted) CI/CD no external API calls Python 3.12 TypeScript Node.js Next.js 15 React 19 AWS API Gateway
ProfessionalAgentic / LLM: LangGraph (multi-agent orchestration, graph modules — router, extraction, specialist, conversation, HITL) MCP tool gateway (44 tools across 6 targets; 25 over ERP) Amazon Bedrock (Nova, Kimi, Qwen, DeepSeek) RAG & Knowledge Base (S3 Vectors) guardrails human-in-the-loop prompt engineering LLM evaluation fine-tuning Pydantic structured outputs DynamoDB ECS Fargate RDS CDK (IaC) Cognito S3 CloudFront Step Functions serverless event-driven multi-tenant deterministic control layer Amazon Verified Permissions immutable audit (S3 Object Lock) cfn-lint + cfn-guard + CDK-NAG (zero suppressions) property-based testing open-model serving on vLLM (Qwen, GPU) — on-prem sovereign contour deploys on any GPU box in ~15 minutes real-time voice-to-voice (Amazon Nova Sonic 2, AgentCore Runtime, Strands SDK) Tailwind Zustand Sliced Design LangGraph MCP tool gateway Amazon Bedrock RAG & Knowledge Base Lambda immutable audit cfn-lint cfn-guard CDK-NAG vLLM

Professional experience

Founder & AI Systems ArchitectJan 2025 - Present
ARE5 TechnologiesThailand

Directs technical strategy and product development for production agentic systems on AWS. Oversees infrastructure delivery, governance frameworks, and multi-tenant AI capabilities spanning managed ERP layers, SaaS website builders, and voice agents.

  • Architects production multi-agent orchestrator on Amazon Bedrock using LangGraph with multi-model routing and a deterministic human-in-the-loop layer gating money-moving actions with ERP tool-call latency at 700 ms p50.
  • Deploys governance frameworks where risk tier is computed from ERP facts, policy is checked by Amazon Verified Permissions, and decisions write to immutable S3 Object Lock storage.
  • Delivers infrastructure-as-code across 6 AWS CDK stacks containing 51 Lambda functions and 13 DynamoDB tables, achieving 93% on AWS Security Hub AI Security Best Practices.
  • Builds self-hosted sovereign contour sharing a 26-tool ERP core supporting deployment transitions between managed AWS and on-prem GPU environments.
Co-Founder & CFOJan 2010 - Jan 2014
Ruslight-MMoscow

Defined corporate strategy and steered finance, procurement, and client relations for a hardware research and development startup. Directed commercial operations to secure public funding through competitive government tenders.

  • Optimized Cree light emitting diode efficiency to reach over 95 percent performance.
  • Executed a hardware research and development partnership to advance core product capabilities.
Technical Documentation LeadJan 2021 - Jan 2022
Moscow

Managed technical documentation production and tender submissions for manufacturing operations. Oversaw database development processes alongside computer numerical control manufacturing workflow automation initiatives.

  • Won competitive tenders by producing precise technical documentation.
  • Mastered Bazis computer aided design software to support production.
  • Built a real time supplier and pricing database and automated a computer numerical control manufacturing line.
Strategic CommunicationsJan 2005 - Jan 2006
RBC GroupMoscow

Directed diplomatic interfaces and international engagements reporting to the executive office. Operated with full autonomy across high-level corporate projects and communications with C-level executives.

  • Organized international conferences including World Economic Forum events in Davos, Amsterdam, and Cape Town during 2005 and 2006.
  • Managed government relations and communications for strategic corporate projects.
TraineeJan 2001 - Jan 2003
Ministry of Foreign Affairs - Linguistic SchoolMoscow

Two-year intensive programme at the Cultural Centre of the Ministry of Foreign Affairs of Russia.

  • Certificate, English Language
  • Grade 4/Good, oral & written
  • Completed at age 16

Education

Russian State Social University, MoscowJan 2003 - Jan 2005
Russian State Social University, Moscow

Journalism, Media Studies & Communication

  • No degree awarded: left to start working at RBC in 2005.
Moscow Finance and Law Academy (MFUA)Jan 2005 - Jan 2007
Moscow Finance and Law Academy (MFUA)

Public Relations

  • No degree awarded: left to start working at RBC in 2005.

Languages

English · C1

Russian · Native