MUMBAI, India, Oct. 26 -- Intellectual Property India has published a patent application (202641123405 A) filed by Swarna Ramya P; Mohammad Manzoor Hussain; R. Portia; P. Tamilarasan; Dr. Nidhi Tiwari; Dr. K. Jhansi Rani; Sashank Sekhar Dayal; Dr. Prabakaran Paranthaman; Dr. Ruchi Bhatnagar; Ms. S. Sivaselvi; S. Peerani; and Meera Bai C on October 15, 2026, for Machine Learning-Based System For Predicting Student Academic Challenges And Enhancing Academic Performance In Higher Education.

Inventors include Swarna Ramya P; Mohammad Manzoor Hussain; R. Portia; P. Tamilarasan; Dr. Nidhi Tiwari; Dr. K. Jhansi Rani; Sashank Sekhar Dayal; Dr. Prabakaran Paranthaman; Dr. Ruchi Bhatnagar; Ms. S. Sivaselvi; S. Peerani; and Meera Bai C.

The applicat...