The function $g$ is defined by $g(x)=a^x+b$, where $a$ and $b$ are positive constants. The graph of $y=g(x)$ in the $xy$-plane passes through the points $(0,3)$ and $(-2,\frac{33}{16})$. What is the value of $\frac{a}{b}$?