Hola ,
Both give the same meaning
'maybe' is a conjunction word to combine sentences while "might" is a verb ,so they would be used in
different ways to form a sentence,but it would give the same meaning .
In your example:
Maybe she is wrong OR She might be wrong ?
Maybe I can do it OR I might do it
Notice that when using "mabye" you had to use another verb like