Edit: As the comments and other answers indicated, the original assumption was incorrect.
It can however be salvaged by adding additional requirements.
By requiring $f'$ to be monotone in $(a-\epsilon,a)$ for some $\epsilon>0$ we can proof $\lim_{x\nearrow a} \frac{f'(x)}{f(x)}=\infty$ .
Let further $\to$ stand for $\nearrow$ (I feel it doesn't fit nicely into the equations), so that e.g. $\lim_{x\to a} f(x) $ means the limit of $x$ tending to $a$ from the left.
Using the mean value theorem:
Let $\lim_{x\to a} f(x) = \infty$. Define the points $x_1,x_2$ so that $x_1<x_2<a$.
Then, per mean value theorem there exists an $x\in (x_1,x_2)$ so that
$$f'(x) = \frac{f(x_2) - f(x_1)}{x_2-x_1}
\\\Leftrightarrow\\
\frac{f'(x) }{f(x_2) - f(x_1)} = \frac 1{x_2-x_1}
$$
Now, let $x_2\to a$. Then by the above equation, we have (in doubt, check the comments):
$$\lim_{x_2\to a} \frac{f'(x) }{f(x_2) - f(x_1)} = \lim_{x_2\to a }\frac 1{x_2-x_1}
\\\Leftrightarrow\\
\lim_{x_2\to a} \frac{f'(x) }{f(x_2) - f(x_1)} =\frac 1{a-x_1}$$
To further simplify the above equation, we'll now show $\lim_{x\to a}f'(x)=\infty$.
For this, let's assume $\lim_{x\to a}f'(x) = c$ for some $c\in\mathbb{R}$.
Then $f'(x)$ would have a supremum in the interval $(a-\epsilon,a]$:
$$\sup := \sup\{f'(x)\mid x\in (a-\epsilon,a]\}$$
However, this would imply $f(a) < f(a-\epsilon) + sup \cdot \epsilon <\infty$, resulting in a contradiction.
Therefore, $\lim_{x\to a}f'(x) $ has to be unbounded, and as $f'$ is monotone for this consideration, we have $\lim_{x\to a}f'(x) =\pm \infty$.
Obviously, $\lim_{x\to a}f'(x) =- \infty$ can't be the case, so we can conclude
$$\lim_{x\to a}f'(x) = \infty$$
With this result, we can now simplify our equation:
$$
\lim_{x_2\to a} \frac{f'(x) }{f(x_2) - f(x_1)} =\frac 1{a-x_1}
\\\Leftrightarrow\\
\lim_{x_2\to a} \frac{f'(x) }{f(x_2)} =
\frac 1{a-x_1}
$$
(as both $f'(x)$ and $f(x_2)$ tend to $\infty$, while $f(x_1)$ is finite)
Therefore, if we let $x_1\to a$, we can conclude
$$\lim_{x_2\to a} \frac{f'(x) }{f(x_2)} = \infty$$