I am 45 year old, can I become an airline pilot ?

Of course ! We know 2 people who successfully became respectively copilot on Boeing 757 and captain on ATR 72 after having both started a pilot training at the age of 45. However note that to maximise your chance to be hired by an airline, it is usually recommended to start the training before turning 32 years old.