MUMBAI, India, Aug. 10 -- Intellectual Property India has published a patent application (202641083282 A) filed by Nithin Ninan Thomas; and Dr. Anu Km on July 07, 2026, for Ai-Driven Reverse Migrant Reintegration And Entrepreneurship Support System Using Skill Intelligence.
Inventors include Nithin Ninan Thomas; and Dr. Anu Km.
The application for the patent was published on July 31, 2026, under issue no. 31/2026.
Abstract: The present invention relates to an Al-driven reverse migrant workforce reintegration and entrepreneurship support system for Gulf returnees, configured to facilitate skill rehabilitation, intelligent job allocation, and business enablement through a unified digital platform. The system comprises a user profiling module configured to collect overseas employment history, skills, certifications, financial status, and entrepreneurial preferences. A transformer-based Natural Language Processing engine using Bidirectional Encoder Representations from Transformers (BERT) and Sentence-BERT is configured to semantically normalize foreign job roles into domestic occupational categories. A Graph Neural Networkbased skill ontology engine identifies transferable competencies and hidden skill relationships. A hybrid recommendation engine combining collaborative filtering, content-based filtering. and XGBoost ranking matches returnees with region-specific employers. An entrepreneurship prediction engine employing Long Short-Term Memory (LSTM) and Bayesian optimization evaluates business feasibility, market demand, and capital risk. A predictive analytics module generates district-wise workforce and migration intelligence for government recruitment and policy planning.
Disclaimer: Curated by HT Syndication.
