10/26/2026 updated

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AI Tech Lead - GenAI Engineering, Architecture and Governance

Sofia, Bulgaria
Germany +6
info: Germany, Austria, Switzerland, Italy, Greece, Malta, Norway
MSc E-Management, Technical University of Sofia, 2012
Sofia, Bulgaria
Germany +6
info: Germany, Austria, Switzerland, Italy, Greece, Malta, Norway
MSc E-Management, Technical University of Sofia, 2012

Profile attachments

CV_Kiril_Iliev_Solution_Architect_Data_Analytics_AI.pdf
CV_Kiril_Iliev_AI_Engineer_Deyan7.pdf
CV_Kiril_Iliev_Enterprise_Architect.pdf

About me

AI architect and tech lead. 15 years in technology, 3+ owning AI architecture end to end, and still hands on in Python. I have built GenAI in production inside both a regulated financial group and an EC agency - the two environments where an AI system has to survive audit as well as load.

RAGLLMAzure FunctionsAzure DevOpsLangChainC Sharp (Programming Language)Enterprise Architecture FrameworkPython (Programming Language)Azure Active DirectoryMicrosoft SharePointSolution ArchitectureAzure AutomationSharePoint Portal ServerModel-Driven ArchitectureOffice365Generative AITogafSharepoint SearchTerraformArtificial Intelligence Markup Language (AIML)Aws IotApi ManagementMicroservices
GenAI Engineering and RAG Systems
Expertise in Retrieval-Augmented Generation including Corrective RAG with bounded regeneration, ingestion, chunking, embeddings, semantic, hybrid and graph retrieval over pgvector, Azure AI Search, Neo4j and PostgreSQL with Apache AGE. Permission-aware security trimming across multi-tenant estates, anonymisation gates before embedding, and prompt-injection and data-leakage mitigation.

Agentic Systems and Multi-Agent Design
Deep knowledge in agent orchestration, tool and function calling, context engineering, single- and multi-agent design using Model Context Protocol, LangGraph, Microsoft Agent Framework, Semantic Kernel, Copilot Studio and AWS Bedrock AgentCore. Durable workflow state with checkpointing and rehydration, and agents acting under delegated user identity with per-action token scopes.

AI Governance and Compliance Architecture
Controls catalogue mapped to ISO/IEC 42001, the NIST AI Risk Management Framework, the EU AI Act and the OWASP LLM Top 10, enforced as policy-as-code in CI with a CLI that fails the pipeline on a dropped control. Coverage of GDPR, NIS-2, data residency, DLP-driven integration topology and Human-in-the-Loop on actions with legal effect.

Python and .NET Engineering
Proficiency in Python and .NET 10, FastAPI and Minimal APIs, async pipelines, PostgreSQL and pgvector, Pydantic-typed contracts, pytest, LangGraph with PostgreSQL checkpointers, Docker, Podman, Kubernetes, Container Apps, Terraform and Bicep, and CI/CD with policy and quality gates.

LLM Evaluation Frameworks
Structured approach to LLM evaluation using test sets and automated evaluation of every prompt, model and pipeline change before release. Groundedness and relevance gating, LLM-as-judge, regression suites, OpenTelemetry tracing, token and inference spend per consumer against latency budgets.

Enterprise Architecture (TOGAF ADM)
Architecture practice from business capability analysis through TOGAF ADM to a fundable phased roadmap. C4 models in source control published by CI/CD, architecture decision records carrying the trade-offs, and an architecture-drift build gate that fails when implementation diverges from design.

Azure Cloud Platform
Hands-on experience with Azure AI Foundry, Azure OpenAI, Azure AI Search, Microsoft Fabric and OneLake, API Management, Application Gateway, Service Bus, Event Grid, Container Apps, private endpoints and VNET isolation, Cosmos DB and Entra ID. AWS Bedrock and AgentCore alongside, behind one model-agnostic API contract.

Solution Architecture and DevOps
Solution architecture on ASP.NET Core with CQRS, Kafka and RabbitMQ messaging and Cosmos DB. Cloud infrastructure redesign, rightsizing and reserved capacity analysis. SonarQube quality gating and architecture-drift modules as build gates.

SharePoint and Microsoft 365
Nine years of client-facing solution architecture across SharePoint and Microsoft 365 for enterprise clients.

Experience

Professional experience10+ years
Freelancer since2024

Languages

BulgarianNative speakerEnglishFluent

Project history

AI Architect and Enterprise Architect

EC agency, through European Dynamics
Owning the AI architecture and the agency-wide AI roadmap through TOGAF ADM. Delivering enterprise GenAI from concept to production on Azure AI Foundry and Azure AI Search with RAG over a Microsoft Fabric Medallion platform. Building evaluation frameworks, architecting agentic capability with MCP routing behind Azure API Management, and scaling a statistical reporting platform from 30,000 to 300,000 records a year.

Solution Architect

KPMG Delivery Network
Solution architecture on ASP.NET Core with CQRS, Kafka and RabbitMQ messaging and Cosmos DB. AI projects on a bronze-tier reference architecture with Semantic Kernel and Bot Framework.

IT Delivery Lead

DZI Insurance (KBC Group)
Led two internal development teams and a twelve-person external vendor team inside a regulated financial group with EUR 30,000 a month of vendor delivery and a EUR 200,000 cloud estate. Designed cloud architecture for integration with an on-premises Java core system over Application Gateway and API Management. Delivered a business application to 7,000+ users and established SonarQube quality gating and an architecture-drift module as a build gate.

DevOps Developer

IT-Impulse Bulgaria (Remote)
Redesigned the Azure infrastructure for Roedl & Partner and cut monthly cloud spend by 46 per cent through rightsizing, reserved capacity and cost analysis.

Architect and Senior Developer

Abilitics
Nine years of client-facing solution architecture across SharePoint and Microsoft 365 for clients including LVMH and Coca-Cola HBC. Architected a governed SPFx monorepo in TypeScript and led technical design, code review and mentoring.

SharePoint .NET Developer

MentorMate
SharePoint .NET development.

SharePoint Application Developer

Infragistics
SharePoint application development.

Microsoft Dynamics AX ERP Consultant

Intelligent Systems
Microsoft Dynamics AX ERP consulting.

Certificates

EITC/AI/GCML Google Cloud Machine Learning

EITCI Institute

2026

MCSA: Office 365

Microsoft Learn

2014


Portfolio


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