10/13/2026 updated
100 % available
AI Solutions Developer | Agentic Workflows & Local LLM | Intelligent Automation
Bílina, Czech Republic
Worldwide
Master’s Degree in Computer Science (Mgr., EQF 7) – University of Ostrava, 2006–2011About me
AI Solutions Developer specializing in agentic workflows, local LLMs, RAG pipelines and intelligent automation. I design and deploy production-ready, privacy-first AI systems (Python/FastAPI) and apply them in complex enterprise environments including SAP/ERP testing and process automation. English.
AI AgentsSystems IntegrationWorkflowsMulti-Agent SystemsPrompt EngineeringArtificial Intelligence Markup Language (AIML)
AI Solutions Developer and Independent Consultant specializing in production-ready agentic systems, local LLM integration, RAG pipelines and intelligent automation.
Through my company MicrodaxOne I design, build and deploy end-to-end AI solutions with strong focus on privacy-first and fully local operation. Typical work includes:
• Agentic workflows and multi-agent systems for process automation and decision support
• Local model training, fine-tuning (LoRA/QLoRA) and deployment of LLMs
• RAG architectures with vector databases for knowledge retrieval
• Prompt engineering and intelligent routing (LiteLLM, MCP)
• Custom Python/FastAPI backends and full-stack AI applications
I bring a practical enterprise background from 10+ years of complex delivery (SAP S/4HANA migrations, test management, cutover). This allows me to build AI tools that actually work in regulated, multi-system environments – especially for test case generation, defect analysis, process automation and quality support.
Key strengths:
• Agentic AI systems and multi-agent orchestration
• Local & hybrid LLM architectures (privacy-first)
• RAG pipelines and semantic search
• Production AI deployment and monitoring
• Intelligent automation for testing and business processes
• Python (advanced), FastAPI, Docker, Git
Fluent English (C1), native Czech. Open to B2B, remote and hybrid projects across the EU.
Experience
Professional experience10+ years
Freelancer since2009
Languages
GermanBasic knowledgeEnglishFluentRussianGoodCzechNative speaker
Project history
- Designed and delivered multiple production-ready AI tools for SMB clients, including
custom RAG systems, agentic workflows, and LLM integrations that reduced manual QA
effort by 40%.
- Built privacy-focused AI applications with local model deployment, prompt engineering,
and intelligent automation, achieving measurable efficiency gains in testing and process
management.
- Developed AI-supported testing tools that accelerated test case generation and defect
root cause analysis during parallel corporate SAP engagements
- Led product roadmap and backlog management while aligning business priorities with
technical delivery in a fast-paced automotive environment.
- Coordinated development and testing streams, ensuring seamless integration of AIenhanced features
- Directed UAT coordination and cutover execution across international subsidiaries,
applying AI tools to speed up test case creation and defect analysis.
- Managed distributed teams and ensured high data quality for successful go-live.