ROS, GPU programming, Lidar and visual odometry methods, sensor fusion, SLAM algorithms, GNSS-INS, HD mapping systems, Machine learning approaches for localization, Safety critical software development processes, Camera, lidar, Sensor calibration, Kalman Filters, ROS2