Hello @baburajendran
As a F-1 visa holder, you are considered as "exempt" meaning not counting days for five years starting from the date of your first arrival in the United States. After the five years period, you will start counting days by using the Substantial Presence Test to see if you qualify to be treated as a US resident for tax purposes. As your visa status changed in 2022, that would start your 5 year period. You would need to use SprinTax to file a Non-Resident return.
Here is a link to SprinTax.