Let's say we have this: $$ \infty \cdot 0 + \infty$$ since $\infty\cdot0$ is not defined can we do this: $$ \infty \cdot(0 + 1) = \infty \cdot 1 = \infty $$ and therefore can I say $\infty\cdot0 + \infty = \infty$ ?
I guess there will be problem with doing arithmetic with $\infty\cdot0$ but I found this kind of interesting.
No, you can't do that. Such manipulations with $\infty$ aren't mathematically permitted. Perhaps more importantly for usage of $\infty$, they don't cooperate with limits, either. For example, let $f(x)=\frac{1}{x^2}$, $g(x)=x$, and $h(x)=\frac{1}{\sqrt{-x}}$. Then
$$\lim_{x \to 0^-} f(x) g(x) + h(x) = \lim_{x \to 0^-} \frac{1}{x} + \frac{1}{\sqrt{-x}} = -\infty$$
yet the limit is of the form $\infty \cdot 0 + \infty$.