I will explain my entire timeline so that it helps anyone who was/are in similar situation as me :
Timeline under SDS Route
May 21st, 2020: Received Admission Decision Letter from University
June 18th 2020 : Medical given (while working in UAE)
August 26th, 2020: Application & Documents submitted, Fees Paid
August 26th, 2020: Biometrics Instruction / Collection Letter Received (But VFS was not operational to provide Biometrics)
October 15th, 2020: Deferred Admission (Reached deadline with university)
October 20th, 2020: Medical Exam Passed
November 20th, 2020: Updated Webform with the new admission decision letter
December 2nd, 2020: Passport Renewed
December 10th, 2020: Booked Biometrics Appointment
December 14th, 2020: Received Appointment for the 15th of January
January 3rd, 2021: Updated Webform with New Passport
January 15th, 2021: Biometrics Given
February 19th, 2021: Study Permit Approval & Passport Request Letter Received
February 22nd, 2021: Passport Submission Request booked with VFS.
February 23rd - 26th 2021: Sent reminder emails to VFS
February 26th, 2021: Received Reply from VFS with Payment Link. Paid, received the receipt, confirmation, and attached documents
February 27th, 2021: Courier picked up from Home
March 1st, 2021: Passport reached VFS Office at Chandigarh, India.
March 5th, 2021: Passport dispatched to IRCC Office
Passport waiting to be processed at IRCC.