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Hi Sayantan97, welcome to the community!
It may be a third party app causing that tp happen, boot the phone in Safe Mode and see whether you experience the same issues then.
To boot your phone in safe mode press the power key until the Power Off message appears > hold your finger on Power
Off for 2-3 seconds until 'Reboot to safe mode?' appears > tap OK.
To exit safe mode power the phone off and on normally. Keep us updated.