If insecurity is what's preventing you from pursuing this relationship, I recommend going for it!
When my first bf started talking to me/asking me out on dates, I was fucking terrified because I did like him a lot, but I was so insecure at the time that I felt like I would just mess up, plus I had never dated before either. Somehow we still ended ......
