AI Automation Engineer with a software engineering background, building AI-powered workflows, agent systems, RAG pipelines, and API integrations.

Focused on reliable automation, self-hosted and cloud infrastructure, LLM orchestration, and evaluation-driven AI systems.

AI Automation:n8nAI AgentsLLM WorkflowsWorkflow OrchestrationRAGPrompt EngineeringEvals
AI Infrastructure:QdrantOllamaVector SearchEmbeddingsAzure AI FoundryAzure OpenAIDocker
Cloud:Azure Container AppsAzure Key VaultManaged IdentityAzure Database for PostgreSQL
Integrations:REST APIsWebhooksGoogle Workspace APIsTelegram Bot API
Development:TypeScriptJavaScriptPythonNode.jsPostgreSQL

Certified: n8n Foundations (n8n Academy)

Open-source collection of 12 reusable AI agent skills, installable via npx and tool-agnostic across Claude Code, Codex, Cursor, Windsurf, and Gemini CLI. Each skill is a scoped procedure with defined inputs and outputs, not a one-off prompt. AI AgentsAgent SkillsDeveloper ToolsMIT

Self-hosted RAG environment on Qdrant, Ollama, and n8n with a quote-grounded evaluation harness scoring answer groundedness and refusal behaviour on out-of-scope questions. The evals exposed retrieval bypass with fabricated citations, stale-source failures persisting across three models, and false negatives in the scorer itself. Later migrated the system to Azure and ran the same evaluation set against the cloud deployment. RAGQdrantOllaman8nEvalsAzure

Unattended multi-workflow system: scheduled ingestion, LLM classification and document generation across Google Workspace, with cost-aware routing over two model tiers and a human-in-the-loop approval gate. n8nLLM APIsGoogle SheetsGoogle DocsREST APIs

Telegram assistant for a retail client: conversation memory and prompt-driven categorization on local LLM inference. Built, deployed and handed over in full to the owner. AI AgentsTelegramn8nOllamaDocker

Software engineering remains the foundation behind my automation work.

Frontend:AngularTypeScriptAstroHTML5CSS3/SCSS
Backend:Node.jsExpress.jsPostgreSQLMongoDBREST APIsWebSocketsJWT/OAuth 2.0
Engineering:GitDockerJestJasmineCypressSeleniumPostman

Quasar Contact: sole developer of an open-source end-to-end encrypted messenger, built from scratch with a three-tier architecture, RSA-OAEP/AES-GCM encryption and zero-knowledge design.