I started in my mid-fifties and I love to play for myself as you have indicated you would like to play. The key is to practice. The more hours spent the quicker you'll be confident. After a few months of playing I accompanied myself for an audition in a musical and got a principal role. Attitude counts. Best of Luck.
Ellen