Dear Sir,
Your father can gift you the money before paying taxes on ltcg. However he has to show this ltcg in his return if income and pay taxes on it on or beofre the due date of filing of return.
Please feel free to revert in case you require any additional clarification on the above.
Thanks and Regards,
CA Abhishek Dugar