Those financial institutions approved by RBI can provide loan facility to NRIs. However, this completely depends on the down payment capacity of the bearer.
Under certain conditions, the Reserve Bank permits Indian companies to grant housing loans to their employees those who are deputed abroad and holds a valid Indian passport.