Numerika. Data, AI, Training. ← Back to the crossroadsPL

02 / AI Engineering

Build your own AI, don't just use it.

A programme for people who want to design agents, connect models to data and deploy it in-house. On your own hardware, on real tasks.

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Led by Bartosz Paszek · own cluster · agent team

Why

What changes when you can build AI?

New role in the team

The person who understands models, data and integrations gets the tasks nobody else will take.

Higher rate for a rare skill

Agent design is one of the rarest skills on the job market today. Rarity has a price.

Independence from vendors

You know when a local model is enough and when you need an API. No buying blind.

Your own tools

No waiting for IT: you build an assistant for your process and measure the time it saves.

Programme

Three modules, from model to working agent.

Models and prompts

  • How an LLM works and where it lies
  • Prompts you can test
  • Local models vs API: cost, quality, privacy

Data, memory and tools

  • RAG: answers from company knowledge
  • Conversation memory and long-term memory
  • Tools: calls, APIs, spreadsheets, databases

Agents and evaluation

  • Designing an agent for one task
  • Testing and measuring answer quality
  • Deployment, monitoring, costs

How we teach

Workshop, project, deployment in-house.

1

Live workshop

On our cluster: models, data, tools. No theory slides.

2

Your project

You pick a task from your own work and build an agent for it with our support.

3

Deployment and measurement

Launch, measure the effect, improve. You get a change list and maintenance plan.

What you get

Working material, not just recordings.

Environment

Access to our cluster for the programme: local models with no API costs.

Agent templates

Ready skeletons: RAG, tools, memory, evaluation.

Code and notes

A repository with every lesson and a change list per step.

Consultations

An hour with the trainer per module on your project.

Who teaches

Bartosz Paszek. Builds what he teaches.

Bartosz Paszek

Expert in creating applications and working with AI tools, including vibe coding: building software in close collaboration with AI agents. At Numerika he runs technology: from the in-house compute cluster, through a team of agents with company memory, to the apps and websites built on it.

A team of agents I lead built this website. The programme is about doing the same in-house.

What it costs

Two formats, one method.

Working prices until sales open. Numerika is not VAT-registered: the price quoted is the price you pay.

Working price

Open programme

1 490 PLN16 clock hours

Live small-group workshop plus your own project with consultations.

Sign up for the programme

Team programme

9 900 PLNteam of up to 8

The same programme on your company's tasks, on your data, on site or remote.

Ask for dates

Questions

Before you sign up.

Do I need to code?

Basics help, but the programme starts with agents that write code with you. We teach you to judge the result, not write everything by hand.

What's the stack?

Our cluster with local models, plus selected APIs. You get to know both worlds and their costs.

What about my data?

We work on our own hardware. Data doesn't go to public AI services unless you choose to.

Why these prices?

Working prices until sales open. Numerika is not VAT-registered: the price quoted is the price you pay.

Sign up for the programme