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