Appreciate your feedback on this and I'm not a lawyer, but doing a quick research on "Trademark Laws" tells me, that I should avoid choosing a name which is too similar to an existing brand.
As a general rule, if someone in a similar field to yours is already using a particular business or organization name, you should not use it, nor should you use a name that would be confusingly similar.