Autonomous QR-Guided Delivery Robot

  • Architected and deployed a full ROS autonomy stack on real hardware (Triton robot): Gmapping SLAM for map building, AMCL localization, move_base global/local planning, RPLidar sensing, and a 4-state FSM (WAIT → EXPLORE → QR_TRACK → ARRIVED) for end-to-end delivery.
  • Designed and implemented a visibility-scored waypoint generation algorithm from occupancy maps and a depth-camera QR perception stack, enabling robust autonomous delivery with partial localization recovery.
  • Validated the full pipeline on physical hardware, achieving successful autonomous delivery runs.
Abhijit Chunduru
Abhijit Chunduru
Master’s Student

ML Systems and Trustworthy AI at UMass Amherst