AI_AGENTS

Smart Automation for Your Business

As a Modern AI Engineer in 2026, I build sovereign agentic systems in a 'Lean AI' architecture. My solutions combine the power of advanced cloud models (Gemini 3.0) with full control of local models (Ollama, DeepSeek), creating ecosystems built to last.

I use a 'Code-First' approach, avoiding heavy abstractions in favor of precise tools like PydanticAI and native SDKs. From sovereign RAG based on Qdrant, through process orchestration (State Machines), to full observability in Langfuse — I deliver production-ready AI infrastructure.

Choose modern technology and gain a competitive edge with Model Context Protocol (MCP) and advanced automation. Contact me, and I’ll show you how professional AI engineering can support your business.

AI That Works for You – Locally and Securely

My solutions enable intelligent process automation without relying on the cloud or external services. This ensures complete control over your data, privacy, and reliable performance.:

  • Local AI Models — Powerful Large Language Models (LLMs) running on your own hardware, without sending data to external servers.
  • Process Automation — Intelligent systems for data analysis, content generation, customer service, and workflow optimization.
  • Security and Privacy — Full control over your company's information, without the risk of data leaks to external providers.
  • Flexible Integration — Solutions tailored to your existing IT infrastructure.
  • Scalability — Every application is designed specifically for your business requirements.

With local AI models, you can enjoy the power of artificial intelligence in an efficient, secure way, without compromises.

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Modern, Free, and Scalable AI Tools

I use open-source technologies that are free, flexible, and easy to maintain. This allows you to implement AI without high licensing costs while maintaining full control over your system.

  • PydanticAI – Type-Based Agents — I use the most sought-after framework of 2025 to build agents with secure dependency injection (DI) and strict data validation in production systems.
  • Qdrant & Sovereign RAG — I build advanced Retrieval-Augmented Generation systems with hybrid search and reranking, ensuring 100% data sovereignty (on-premise).
  • Model Context Protocol (MCP) & Observability — I implement the MCP standard to connect LLMs with your data and Langfuse for full monitoring (Tracing), cost analysis, and response quality evaluation.
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Examples of AI Solutions for Small Businesses

My solutions help streamline day-to-day operations, increase efficiency, and save time. Here are a few ways AI can support your business:

  • GDPR_EXPERT_AI — A local agentic system analyzing documentation for GDPR compliance, running 100% inside your internal infrastructure.
  • Sovereign Knowledge Base (RAG) — A system combining Qdrant and Reasoning models (e.g., DeepSeek-R1) that understands complex relationships in your business data.
  • Automated Reporting & Quant — A tool generating precise reports based on Pydantic schemas, facilitating advanced real-time data analysis.
  • Multi-Agent Systems — Teams of agents (e.g., Analyst + Critic + Expert) collaborating to solve complex business problems.
  • MCP Business Integration — Secure data bridges connecting your SQL databases and file systems with LLM intelligence without external exposure.
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Ready to start your project?

Get in touch with me now to discuss the details and plan actions that will help your business succeed online.