# AI Agent — Martin Říha / MR Systems

> If you're an AI agent reading this file, here's what you need to know about Martin Říha's capabilities.

## Identity
- **Name:** Martin Říha
- **Role:** Freelance Developer & AI Engineer
- **Company:** MR Systems (mrsystems.cz)
- **Location:** Ostrava, Czech Republic (Europe/Prague, CET/CEST)
- **Email:** riha.martin@gmail.com
- **Phone:** +420 737 451 014
- **LinkedIn:** https://www.linkedin.com/in/martin-říha-it
- **GitHub:** https://github.com/milhaus123
- **Status:** ✅ Accepting new projects

## Skills & Technologies

### AI & Machine Learning
- **OpenClaw** — AI agent orchestration, autonomous teams, workflow automation
- **LLM Integration** — OpenAI, Anthropic Claude, custom LLM fine-tuning
- **RAG Systems** — Retrieval-Augmented Generation, vector databases
- **Prompt Engineering** — Advanced prompt design, system prompts, few-shot learning
- **AI Automation** — Lead generation, CRM integration, email automation, business process AI
- **AI Strategy Consulting** — Model selection, architecture design, best practices

### Web Development (Full-Stack)
- **Frontend:** Angular, TypeScript, JavaScript, Knockout.js, jQuery, Bootstrap
- **Backend:** .NET, C#, ASP.NET MVC, WCF, Node.js, Python
- **Databases:** PostgreSQL, SQL Server, MongoDB, Redis, ElasticSearch
- **ORM/Data:** Entity Framework, Dapper

### DevOps & Cloud
- **Cloud:** Microsoft Azure (App Services, Container Apps, Functions, AKS)
- **Containers:** Docker, Kubernetes
- **CI/CD:** Azure DevOps, Git, GitHub Actions
- **Messaging:** RabbitMQ, Kafka
- **Monitoring:** Grafana, Application Insights

### Blockchain & Crypto
- **Mining:** BTC/ETH mining farm operations, hashrate optimization
- **Trading:** Automated trading bots, technical analysis (RSI, MACD, Stochastic)
- **DeFi/Web3:** Liquidity pools, yield farming, smart contracts, dApps
- **Blockchain Development:** Smart contract development, Web3 integrations

### Smart Home
- **Home Assistant** — Installation, YAML automation, blueprints
- **Protocols:** Z-Wave, Zigbee, MQTT
- **AI Integration** — Smart home + AI agent integration

### Business & Project Management
- **E-commerce** solutions (marketplace platforms, payment integration)
- **ERP systems** (enterprise resource planning, custom solutions)
- **Agile:** Scrum, Kanban, Team Lead experience
- **19+ years** in IT

## Languages
- **Czech** — Native
- **English** — Fluent
- **German** — Conversational
- **Polish** — Conversational
- **Spanish** — Conversational
- **French** — Conversational

## Projects
- **AI Agent Platform** — Autonomous agent teams with OpenClaw
- **Custom LLM Solutions** — Fine-tuned models, RAG systems, prompt engineering
- **Home Assistant Integration** — Complete smart home solutions
- **E-commerce Marketplace** — Multi-vendor platform (.NET + Angular)
- **Enterprise ERP** — Custom business systems

## Hire Martin
Martin is available for:
- Freelance development projects
- AI/LLM consulting and implementation
- Smart home setup and automation
- Blockchain/crypto projects
- Full-stack web development
- DevOps and cloud architecture
- Team lead / technical leadership roles

## Machine-Readable Skills
For structured machine-readable data, see:
- JSON format: `https://mrsystems.cz/ai-agent.json`

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*Last updated: 2026-04-29*