Robotic Arm Segmentation
Performed high-precision 2D segmentation and subgoal annotation for robotic arm movements in physical AI training. Tasks included frame-level action clipping (pick, place, pour, handoff) and error labeling (failed grasps, collisions). Maintained strict spatial context standards and achieved ~99% accuracy across frame boundaries and attribute labeling, with full QA ownership.