Working on a project for the development of a SAE L4 urban automated driving system. Defining the first release of the security test concept based on the complete system and software architecture with focus on risk mitigation against vehicle attacks. Analyzing threats against sensors and compute platform components on functional chain level. Implementing security tests (e.g. QNX hardening), software test methods (e.g. AFL++ fuzzing) and test automation on target hardware in CI fashion. Researching adversarial sensor attack potentials on deep learning perception models, and validating the system robustness during attacks in simulations and test track measurements.
Worked on adaptive cruise control systems with radar and camera data fusion in the field of driver assistance systems. Developed and maintained radar software components related to digital signal processing, vehicle dynamics estimation, object classification and situational analysis. Gained firm knowledge in the analysis of vehicle measurements with focus on identification of target object loss reasons and object type misclassifications.
Worked on a project for the development of a novel automotive lidar sensor. Developed road lane and border extraction algorithms in C++. Implemented a test environment to analyze the detection performance using OpenCV. Experimented with the design and implementation of signal processing algorithms.
Worked on a project for the development of a 48V electrical boost recuperation machine. Implemented software requirements in Matlab/Simulink under consideration of the V-model specification and ISO-26262 compliance. Verified algorithms in Simulink and Hardware-in-the-Loop simulations. Performed tests by analyzing code coverage, runtime and controls.
Conducted a business case study in the field of rapid prototyping for flexible engine control. Designed a gasoline engine control interface implemented in Matlab/Simulink to set and monitor engine speed or load through fuel injection and ignition based on driver's demand. Tested the developed environment on target sensors and actuators at the customer site.
Coding has been my passion for long. And still today, I enjoy making machines smart. Or take away tedious tasks. Following this paradigm, I developed go-expenses for financial analysis. I am a believer in object-oriented programming and agile development methods.
I am an engineer with deep passion for urban automated driving systems. This technology fascinates me as much as I want to contribute to the development of self-driving cars. I am motivated in my daily work by the opportunity to shape the future of mobility.
Being a software fanatic, I have experimented with various Internet-related technologies. I discovered my deep interests for information security early on. As a youngster, I was into reverse engineering of video games. Today, I hack test vehicles in adversarial attacks.