Experience
Runtime observation, then automation, then diagnostic tooling, then asset and pipeline validation.
Paradox Cat GmbH | BMW automotive work · Munich
Jan 2026 – Present
QA Intern - QA & Testing / Data Prep & Pipeline (3D Car) · Apr 2026 – Present | fixed-term through Sep 2026
- Sole author of an internal QA framework for BMW automotive 3D delivery: one core serving a Qt/QML desktop app, a web dashboard and a CLI at parity.
- Wrote the native layer in C++/CMake against the Ramses rendering SDK and SDL3, a headless scene probe and preview CLI, with the Python core validating the native report before recording evidence from it.
- Read-only by design; around 1,800 automated tests across 21 surfaces, run against 26 real car models.
Test Automation Engineer (Erasmus+ Placement) · Jan – Mar 2026
- Validated Android Automotive HMI with ADB, dumpsys and runtime diagnostics on embedded and bench systems.
- Built Maestro flows and analysed hierarchy and selector behaviour before scaling regression coverage.
- Created QUANTUM Inspector in Python and Qt, then co-presented an internal Lightning Talk with mentor guidance.
Outlier | freelance, remote
Nov 2024 – Jan 2026
AI Evaluator / Prompt Engineer (Freelance)
- Evaluated language-model output against quality and safety criteria alongside full-time study.