Localization and Mapping (SLAM) for Amazon Astro

• Worked on the software stack of an autonomous cargo vehicle.

• Researched CNNs for image segmentation and analyzed their vulnerabilities.

• Explored a supervised learning approach to learn optimal driving policies from images in simulation.

• Created a 3D object detection system using sensor fusion of camera and lidar.