Autonomous Forklift AMR System

Overview

Led the deployment and continuous refinement of autonomous forklift AMRs at Tesla's Fremont facility. The system uses advanced SLAM algorithms, LiDAR perception, and 3D pallet vision to automate pallet handling operations.

The Challenge

Manufacturing floors present complex navigation challenges with dynamic obstacles, varying lighting conditions, and the need for precise pallet manipulation.

The Solution

Developed custom perception pipelines for 3D pallet detection and pose estimation. Created comprehensive DFMEA documentation for system reliability to ensuring seamless integration with fleet management.

Key Results

• Projected $2.04M in annual cost savings through headcount optimization
• 35% targeted downtime reduction through DFMEA enhancements
• Seamless integration with existing fleet management systems
• Improved safety metrics in material handling zones