Coin cell battery to 3.3V?
You may want to look at the concept of a Joule thief. It is a "self-oscillating voltage booster". It is relatively simple to build and it will allow you to use almost all the power in the battery, even when its voltage drops.



Image courtesy of Wikipedia

Note As others have pointed out in my comment this solution is not going to work well for what you are doing.