Your portfolio looks solid, albeit some works need a bit of work on the colors. I'm just a beginner in terms of pixel art as well, and I guess knowing color theory is a huge help. When you are doing art in a 16x16pc canvas, the colors will be your friends to help you convey shapes and shadows, for instance.
Knowing how to work with saturation and how to achieve contrast is one of my objectives right now.