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Build Intelligent Automation That Scales

I design and develop intelligent automation solutions using AI Agents, Python, n8n, RAG, APIs and modern software engineering to eliminate repetitive work, improve operational efficiency and help businesses scale.

From lightweight workflow automation to enterprise-grade AI systems.

Pythonn8nAI AgentsRAGFastAPIUiPathLangGraphAPIs
AI Agents & RAG Systems
Reasoning agents and knowledge-grounded AI for complex decisions
Workflow Automation
End-to-end process automation with n8n, APIs, and integrations
Python Development
Custom services, FastAPI backends, and data processing pipelines
Enterprise Integration
RPA, legacy system automation, and cross-platform orchestration
How I Work

The Right Tool for the Right Problem

Every business problem deserves the right technical solution. I do not force one technology where another is more appropriate. My value is designing the right automation architecture — not loyalty to any single tool.

n8n

n8n for rapid workflow automation

If a workflow can be built efficiently with n8n, I use n8n. It connects 400+ services, handles webhooks and schedules, and ships in days instead of weeks.

Python

Python for complex business logic

If complex business logic is required, I build it with Python. Custom services, data processing pipelines, and integrations that go beyond what no-code tools can do.

UiPath

UiPath for enterprise desktop automation

If enterprise desktop automation is needed, I use UiPath. Legacy systems, screen scraping, and RPA bots that operate where APIs do not exist.

AI Agents

AI Agents for reasoning and decisions

If AI reasoning is required, I build AI Agents using LangGraph, CrewAI, and OpenAI. Agents that understand context, use tools, and make decisions autonomously.

RAG

RAG for knowledge-grounded AI

If answers need to be grounded in your company data, I build RAG systems. Document ingestion, vector search, and cited answers that are accurate and verifiable.

Hybrid

Hybrid architecture for maximum flexibility

If maximum flexibility is needed, I combine multiple technologies. Python services orchestrated by n8n, AI agents calling custom APIs, RPA bots feeding data to RAG systems.

I choose the right technology based on business requirements — whether that means custom software, automation platforms, AI systems, or a hybrid architecture.

Services

What I do

From AI agents and RAG systems to workflow automation and custom Python services — every solution is designed around your business requirements.

AI Agents Development

Custom AI agents that handle complex tasks autonomously — from customer support to data analysis and decision-making.

  • Multi-step reasoning and planning
  • Tool use and API orchestration
  • Memory and context management
  • Human-in-the-loop workflows
  • Production deployment and monitoring
Learn more

n8n Workflow Automation

Powerful workflow automation using n8n — from simple integrations to complex multi-step business processes with 400+ connectors.

  • Custom n8n workflow design
  • 400+ pre-built integrations
  • Self-hosted or cloud deployment
  • Error handling and retry logic
  • Webhook and schedule triggers
Learn more

RAG Systems

Retrieval-Augmented Generation systems that let your AI access your company's knowledge — documents, databases, and APIs — with accurate, cited answers.

  • Document ingestion and chunking
  • Vector database integration
  • Hybrid search (semantic + keyword)
  • Citation and source tracking
  • Multi-source knowledge fusion
Learn more

Enterprise AI Automation

End-to-end AI automation for enterprise — from process discovery to deployment, with security, compliance, and scalability built in.

  • Process discovery and mapping
  • AI-powered decision automation
  • Integration with enterprise systems
  • Security and compliance controls
  • Scalable deployment architecture
Learn more
Portfolio

Featured projects

Each project's technology stack is selected according to business needs — from lightweight n8n workflows to hybrid architectures combining AI, Python, and automation platforms.

Technology Stack

A full-stack automation toolkit

I work across four layers of the automation stack — from AI reasoning to infrastructure. Each project uses the combination that best fits the business problem.

Artificial Intelligence

10 tools

Used when tasks require reasoning, understanding, or decision-making beyond rule-based logic.

OpenAIAnthropic ClaudeGeminiLangGraphCrewAIMCPRAGPineconeWeaviateLangChain

Automation Platforms

4 tools

Used for rapid workflow automation connecting multiple services without writing custom code.

n8nUiPathPower AutomateZapier

Software Engineering

7 tools

Used when complex business logic, custom services, or specialized processing is required.

PythonFastAPIDjangoFlaskJavaScriptTypeScriptNode.js

Cloud & Infrastructure

8 tools

Used for deployment, data storage, CI/CD, and reliable production infrastructure.

DockerPostgreSQLSupabaseCloudflareGitHubGitHub ActionsREST APIsWebhooks
Approach

Why work with me

What distinguishes every project I work on is a clear engineering approach — architecture first, then build, then document.

Architecture before code

I design the full solution architecture before writing a single line — selecting the right technology for each component.

Maintainable automation

I do not build automations that work once and then break. Everything I deliver is documented, scalable, and easy to maintain.

Intelligent hybrid solutions

I combine n8n, Python, AI Agents, and RPA according to what the problem demands — not what a single tool allows.

Knowledge transfer

Your team leaves every project with a full understanding of what was built and how it works — not permanent dependency on a consultant.

Blog

Latest articles

Thoughts and guides on AI, automation architecture, and building systems that scale.

Let's design the right solution together

Whether you need an AI agent, a workflow automation, a custom Python service, or a hybrid architecture combining multiple technologies — I can help you get it done.