I've been doing independent, non-funded, self-chosen research for years. The only real issue is that most of the papers of interest have been paywalled ($40 for a 4 page paper). I only have a Master's degree.
But I'm very new to this, so I would like to know more about your experience (limitation, downside/pros) doing this!