MUMBAI, India, Jan. 2 -- Intellectual Property India has published a patent application (202541122235 A) filed by Vellore Institute Of Technology, Vellore, Tamil Nadu, on Dec. 4, 2025, for 'personal finance management system with lstm forecasting and fpga fraud detection.'

Inventor(s) include Dr. Narayana Moorthi. M; and V. Mrinal.

The application for the patent was published on Jan. 2, under issue no. 01/2026.

According to the abstract released by the Intellectual Property India: "The present disclosure provides a personal finance management system including a data preprocessing module configured to receive and normalize financial transaction data including transaction amounts, dates, categories, and account information; a Long Short-Te...