Engineer · Technical leader · Product builder

Engineering complex systems.Building what comes next.

Simulation engineering across aviation, power generation and advanced engines—applied to software, data and machine learning.

Conceptual illustration connecting turbine geometry, simulation, data analysis and human movement
PhysicsSimulationDataMovement
15+Years
AviationComplex programs
Power generationIndustrial systems
Gas turbinesMethods + analysis
Software + MLIndependent products

Selected systems

One discipline, different expressions.

Physical engineering and digital products share the same method: understand the system, identify the constraint, test rigorously and make it work.

Selected public work. Additional engineering and R&D programs remain confidential.

The connecting discipline

From first principles to a working system.

The domains change. The operating method does not: understand the physics, expose the real constraint, make uncertainty visible and build an answer people can use.

  1. 01

    Understand

    Frame the actual decision, not merely the stated task.

  2. 02

    Model

    Choose the simplest representation that preserves the governing behaviour.

  3. 03

    Validate

    Test assumptions, quantify uncertainty and keep provenance visible.

  4. 04

    Build

    Turn the result into a repeatable method, workflow or product.

Structural simulationThermal analysisNonlinear methodsCAE automationPython systemsData infrastructureApplied machine learning

Profile

I model machines where physics leaves little room for error—and build software that turns complex data into useful decisions.

I am a simulation engineer and technical leader with an MSc in Space and Aeronautical Engineering. My professional work spans aviation, power generation, gas turbines and advanced engine development.

Independent product work lets me carry the same systems thinking further: from data ingestion and operational software to computer vision and on-device machine learning.

Focus
Complex systems, CAE and technical products
Strength
Technical depth connected to product purpose
Location
Austria, working internationally

Outside work

Ski touring towards a low sun across open snow at first light
Two riders on an enduro mountain bike trail through forest
Skiing deep powder in a steep alpine bowl
Ski touring uphill through snow-laden spruce forest
Ski touring at dusk with a dog, mountains behind

Start a conversation

Let’s discuss the next difficult problem.

Senior engineering roles, technical leadership, product collaboration or a deep-tech venture—if the problem rewards careful systems thinking, it is worth a conversation.

Engineering leadershipProduct collaborationInvestment

Direct contact

Feel free to contact me via LinkedIn.

Messages and connection requests both reach me. Please include a short description of the role, venture or problem.

Open LinkedIn profile

linkedin.com/in/pawel-rek