Comment by NalNezumi

Cool project! Since the arm seems to be a 2 DoF arm in a 2D application, you don't really need numerical optimization but can get the analytical solution to the inverse kinematics problem. Otherwise using previous joint states as initial guess for the optimization is good so that you don't get weird "swings" in the arm (rarely happen in 2D)