ezAutoCorrect for GMail is a Chrome extension that autocorrects Gmail emails as you type, like the Microsoft Office applications. It has a very huge autocorrection database (700+) and they are increasing it day by day. It lacks the option for defining your own words but it is likely to come in future.
Some Common Autocorrections it Performs in Gmail
Install ezAutoCorrect for GMail