also, quite important to the style: leave that 1st person "I" away. Every time when I read a resume like this I see a much overrated person, full of him/herself, former glory seeking new validation, etc. A big sign DON'T HIRE.
Hints: make it simple, objective, no complex sentence structures, just information to the job and assignment. Use nice fonts and do not clutter the information, structure it with max 2 headings.
So you see how difficult it is to please armchair psychologists: leaving out the first person pronoun from sentences is also considered bad style by some (with the suggested pseudo objectivity). Others conclude even that the person has no self esteem etc etc.
A resume is about the person presenting him/herself, isn't it?
I personally leave out "I", but yes, I have seen HR professionals suggest that you leave it in for the reasons you just stated (lack of self-confidence).
This is why it's important for hiring companies to have an open mind, for both their sake and the candidate's. Yes, a resume should be well-written, to the point, and free of errors, but realizing that everyone has their own idiosyncrasies will go a long way.
An advice I have been given is, "don't break expectations". I'm not talking about the content, which can easily have good surprises. I'm talking about the form. There, conformity is probably king. This means things like being a young white male with short hair.
Breaking conventions in your résumé can elicit positive reactions, or catch someone's attention. But it will often elicit such a strong negative reaction that your reader even look at the content. This thread alone contains examples of this.
For instance, saying "I" in the resume is breaking a convention. Nobody will reject you for not writing "I". But some will reject you for being cocky or narcissistic, or whatever. Same for your recommendation citation. It is not expected in the résumé, it is expected in a separate reference. (Edit: that last one may be an obviously good surprise, though.)
Try making a boring, conventional résumé. It should give you a second point of reference, and may help you out of a local maximum.
Hints: make it simple, objective, no complex sentence structures, just information to the job and assignment. Use nice fonts and do not clutter the information, structure it with max 2 headings.