Hi Akhil,
Not an uncommon scenario.
Best option is to find some field that is common to both or one that you can at least generate in both. The format firstname.lastname is not uncommon along with variations there in. Email address is perfect since it is guaranteed to be unique. Really it all depends on you and your organization.
Matt