No, not for 1+ years
See section 47 of the Motor Vehicle Act 1988:
(1) When a motor vehicle registered in one State has been kept in another State, for a period exceeding twelve months, the owner of the vehicle shall, within such period and in such form containing such particulars as may be prescribed by the Central Government, apply to the registering authority, within whose jurisdiction the vehicle then is, for the assignment of a new registration mark and shall present the certificate of registration to that registering authority:
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