Based on first principles, validated with contact stress analysis, material selection, and FDM 3D-Printed

Mathematical representation of the robot using joint state matrices

Everything was heavily compartmentalized with very clear communication protocols between each module. 

Controlling the robot, calibration, editing the board, starting a game, playing a game, and vision tabs

There was a 78-82% reduction in positional error after incorporating encoder based feedback into each joint