I've been investing like this since high school and that portfolio consistently beats the performance of the Boglehead style 401k & 457 plans that I am stuck with from my employers.
I use a narrower field of 5-8 companies, a reasonable cash portfolio and occasionally municipal bonds. It's like anything else, if you are motivated, it's quite possible to find undervalued assets with good potential.