David Lehečka
Practical AI where business meets IT
I’m mainly interested in the practical use of technology and in finding ways to bring it into real-world processes and everyday work.
About
I combine a business perspective with a technical approach.
I have more than five years of experience working on digital transformation, managing e-commerce projects and implementing technology solutions. I’ve long been interested in automation, systems integration and putting data to work.
I currently focus on AI both at work and outside it.
At work
- Team Lead, Web & AI Application Management
- since October 2026
- Prague
I look for practical ways to use AI in the workplace, design AI solutions and prototype new apps and features.
Part of my job is identifying and validating suitable use cases, working out how to put them into practice and setting up processes for how AI is used in the organization.
I also deal with the EU AI Act, internal policies and guidelines, user training, and support for the safe and sensible use of AI.
Outside work
Own projects
I’m building my own system that connects AI agents, tools and connectors, and I’m looking for ways to use them effectively in everyday life.
Smart home
I automate how my home runs.
Daily tasks
I use agents to manage routine tasks.
Autonomous development
I build smaller apps and new features autonomously with AI agents.
Data & DWH
I use my own data warehouse (DWH) to test what AI can do with data and where it hits its limits.
Approach
AI has become standard. I enjoy looking for specific situations where it can simplify work, connect systems, cut down on repetitive tasks or make it possible to do things differently.
Toolkit
AI tools
Claude Code, Codex CLI and combining models and agents for the task at hand.
Agentic workflows
Model Context Protocol (MCP) connectors and retrieval-augmented generation (RAG).
App development
Python and FastAPI, TypeScript and Next.js, Docker.
Data & integration
PostgreSQL and pgvector, automation and systems integration.
Contact
I’m happy to compare notes on practical AI, the EU AI Act or agentic workflows. If you’re working on something similar, send me an email or message me on LinkedIn.