JRC Mobility Germany GmbH: Setting up the company's AI infrastructure, enabling internal teams to build and test AI tools and workflows. Built and deployed a Linux-based lab environment and developed "Markalpa," a pipeline-ready tool for dataset creation and fine-tuning.

MBition (Mercedes-Benz): Built tools enabling remote vehicle flashing and test orchestration via pipeline with integrated reporting. Contributed to the Product Security team, ensuring secure and verifiable software deployment workflows.

Previously: Developed a test automation framework for Mercedes-Benz TCUs, boosting performance by 35%. Built C# NUnit/Moq test suites and ran the framework on simulated car environments to validate ECU behavior reliably.