The rice transporter robot hopper was optimized through finite element analysis to maximize carrying capacity within the design constraints. Initially, the uniformly thick hopper displaced 0.686mm under load, exceeding the 0.5mm limit. Multiple wall thicknesses between 2.28-2.49mm reduced displacement to 0.4997mm. Confirming calculations matched applied loads and stresses, validating the analysis. Further optimizations could increase volume by designing in sections or modifying brackets and motor placement.