Intellectual Property India Publishes Patent Application for 'Integrated Data Annotation Framework For Detecting Missing Labels In Machine Learning Workflows' Filed by Alpesh Prakash Sonar; and Divyani Alpesh Sonar

MUMBAI, India, Jan. 9 -- Intellectual Property India has published a patent application (202521108354 A) filed by Alpesh Prakash Sonar; and Divyani Alpesh Sonar, Thane, Maharashtra, on Nov. 8, 2025, for 'integrated data annotation framework for detecting missing labels in machine learning workflows.'

Inventor(s) include Alpesh Prakash Sonar; and Divyani Alpesh Sonar.

The application for the patent was published on Dec. 12, under issue no. 50/2025.

According to the abstract released by the Intellectual Property India: "An integrated annotation assistant system (100) automates identification and completion of missing labels within a no-code machine learning workflow. The system (100) includes a receiver (104) of a server (106) configured t...