Kyrylo Dubovyk

Enterprise AI Architect | AI Solutions Architect | Agentic Systems & LLM Platforms

12+My Journey

With 12+ years of professional experience including 3+ years specializing in AI architecture, I bridge executive strategic goals with deep technical execution, transforming enterprise visions into production-grade AI systems that deliver measurable business impact.

I architect enterprise-grade AI solutions that translate C-suite objectives into technical roadmaps. My expertise spans agentic systems orchestration, LLM platform design, advanced RAG architectures with knowledge graphs, and LLMOps governance frameworks—ensuring AI initiatives align with business strategy while maintaining production reliability and compliance.

I design and implement enterprise AI architectures that balance innovation with operational excellence. My approach combines strategic platform selection (Azure AI Foundry, AWS, GCP), advanced orchestration frameworks (LangChain, CrewAI, AutoGen, Semantic Kernel), and robust RAG implementations using Neo4j GraphRAG and vector databases. I establish LLMOps governance patterns including monitoring, evaluation frameworks, and compliance guardrails for production AI systems.

RAG & Knowledge Systems

LangChainCrewAIAutoGenSemantic KernelMCPAzure OpenAIClaudeGeminiNeo4jGraphRAGPineconeAzure AI FoundryAKSTerraformPythonFastAPI

Full Stack AI

Agentic Systems & Orchestration

Multi-Agent Frameworks (CrewAI, AutoGen, Semantic Kernel)
LLM Platform Integration (Azure OpenAI, Anthropic, Google)
Agent Protocol Standards (MCP, Claude Skills, ADK, A2A)

Cloud & LLMOps Infrastructure

Multi-Cloud Architecture (Azure, AWS, GCP)
AI Platform Integration (AI Foundry, Bedrock, Vertex AI)
LLMOps Governance & Monitoring Frameworks

My Approach

I architect enterprise AI systems that translate executive vision into production reality. My approach balances strategic business alignment with technical excellence, ensuring AI investments deliver measurable ROI while maintaining governance and scalability.

Executive-to-Technical Translation

I bridge the gap between C-suite strategic objectives and deep technical implementation, translating business goals into actionable AI architectures that deliver measurable impact across the organization.

Multi-Cloud Architecture & Platform Expertise

I design cloud-agnostic solutions across Azure (AI Foundry, Azure OpenAI), AWS (Bedrock, SageMaker), and GCP (Vertex AI, Gemini). My platform selections balance vendor ecosystem strengths with business requirements and team capabilities.

LLMOps & Governance Excellence

I establish comprehensive LLMOps frameworks including model evaluation, prompt versioning, cost monitoring, and compliance guardrails. Success is measured through business KPIs, system reliability metrics, and ROI tracking.

Enterprise Scalability & Team Enablement

I design systems for organizational scale—establishing infrastructure as code (Terraform), CI/CD pipelines, and knowledge transfer programs that enable internal teams to maintain and evolve AI capabilities long-term.

Why Choose Me?

Working with me means partnering with a dedicated professional who combines deep technical expertise with a strategic business perspective. Here's what sets my services apart:

Executive-Level Strategic Thinking

I bring 12+ years of experience translating executive vision into technical reality, ensuring AI initiatives align with business strategy and deliver measurable ROI from day one.

Enterprise Agentic Systems Expertise

Deep specialization in multi-agent orchestration (CrewAI, AutoGen, Semantic Kernel), agent protocols (MCP, Claude Skills, A2A), and production-grade workflow automation for complex enterprise use cases.

Multi-Cloud Platform Expertise

Deep expertise across Azure (AI Foundry, Azure OpenAI), AWS (Bedrock, SageMaker), and GCP (Vertex AI, Gemini). I design cloud-agnostic architectures that leverage each platform's unique strengths for optimal enterprise AI deployments.

Advanced RAG & Knowledge Graph Architecture

Expert in GraphRAG using Neo4j, hybrid vector/graph retrieval strategies, and semantic search optimization. I design knowledge systems that balance accuracy, performance, and business domain requirements.

LLMOps Governance & Compliance

I establish production-grade governance frameworks including model evaluation pipelines, prompt versioning, cost monitoring, security guardrails, and compliance controls for enterprise AI deployments.

Ready to explore how AI agents can transform your business?

Let's discuss your specific needs and opportunities.

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