AI RoboticsProduction System 02

Apex Autonomous Mobile Robotics (ROS 2)

Production-grade ROS 2 autonomous navigation system with 3D LiDAR SLAM, Nav2 trajectory planning, and real-time obstacle avoidance.

Apex Autonomous Mobile Robotics (ROS 2)
The Bottleneck & Challenge

Industrial facility relied on rigid magnetic-tape AGVs that frequently stalled at path obstructions, causing costly factory logistics bottlenecks.

Status: Identified & Resolved
Engineering Architecture

Architected a custom ROS 2 Humble AMR software stack integrating Cartographer SLAM, Nav2 costmaps, kinematic differential drive control, and YOLO edge perception.

Standard: Production Ready
Verified Commercial Impact

Achieved sub-2cm positioning accuracy, 99.4% autonomous mission success across 10,000+ floor hours, and zero collisions in dynamic human environments.

Metric Impact: Verified
Technologies & Frameworks Deployed
AI RoboticsROS 2 HumbleNav2 / SLAMAutonomous AMRC++ / Python