Hi Arijit,
Make sure the oracle Software owner has all required env. variables set, like %ORACLE_HOME%,%PATH% and by trying to execute any oracle executable, it get at least started. Close all previous Windows Command promt, open a new one and verify if the required oracle variables are read. Try to apply the patch from this Command Prompt.
Regards,
János