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Paweł Ostromecki, front-facing, lit by a narrow band of light across the eyes against a pink glow

Real AI for real business.

Book a consultationSee use cases

I put AI into the processes your team runs every day, and I build it so it keeps working in production.

I am a senior software engineer and consultant from Wrocław. For eight years I have built production systems for finance, automotive, regtech and e-commerce. Most of my work now is about where AI fits into software people rely on.

AI agentsLLM workflowsMCPTypeScriptAngular · NxNestJS
02

What I do

All services
01workflows
AI workflowsTake a manual process, design an agent or LLM workflow around it, and connect it to the tools your team already uses.
02most common
AI in real business casesFind the cases where AI actually saves time or money, test them on your data, and turn the one that works into a product people use.
03engineering
Safe, production-ready softwareSecure, observable and maintainable systems your team can own. Frontend architecture (Angular, Nx) is one of my core skills.
03

Use cases

All use cases
Salon inventory with an AI assistant turning a Polish request into an order proposal
beauty retail · agentic replenishmentSalons order stock in plain languageAn AI agent turns "we need 6 Mattifier" into a checked order, with guardrails, delivery tracking and a phone-first PWA.
No-code form designer with a component palette and a multi-step registration form
regtech · client workNo-code forms for a regulated industryI contribute to a client's drag-and-drop form platform, and to the MCP server that brings an AI agent into it.
04

How I work

The full approach
  1. 01Find the real caseStart from a process and a number, not from a model.
  2. 02Prove it on your dataA small working slice in weeks, judged by the people who will use it.
  3. 03Harden for productionGuardrails, human approval, monitoring and tests before it scales.
  4. 04Hand overDocumented and owned by your team.
Portrait of Paweł Ostromecki
05 · about

Engineer first. Teacher by habit.

I lead the Angular Wrocław community: meetups, talks and hands-on workshops. I am also finishing an MSc in computer science, specialising in intelligent systems. You get someone who ships production code and can explain each decision to the team that will own it.

More about meTalks and community
latest on the blog · artificial intelligenceCode Became Cheap. Did Developer Knowledge Become Cheap Too?
8 August 2026Read the post