MUMBAI, India, June 22 -- Intellectual Property India has published a patent application (202641050126 A) filed by Dr. V. Kamala Veni; Ms. Midunavarsini; Ms. Sarayuma M; Ms. Shikha Srinivas; and Mr. Sooriya G M on April 20, 2026, for Ai Powered Resume Intelligence System Using Llm And Retrieval Augmented Generation.
Inventors include Dr. V. Kamala Veni; Ms. Midunavarsini; Ms. Sarayuma M; Ms. Shikha Srinivas; and Mr. Sooriya G M.
The application for the patent was published on June 12, 2026, under issue no. 24/2026.
Abstract: AI POWERED REsSUME INTELLIGENCE SYSTEM USING LLM AND RETRIEVAL AUGMENTED GENERATION This present invention discloses a computer-implemented system and method for intelligent career guidance through adaptive analysis of user protiles and dynamic labor market data. The system utilizes a multi-source retrieval-augmented generation (RAG) framework to process and compare structured and unstructured data derived from user resumes and job descriptions. The method includes parsing input documents, generating semantic embeddings, and storing them in a vector database for etlicient similarity-based retrieval. A skill reasoning engine classities skills into core. competitive. and emerging categories by analyzing intersections and ditlerences between user competencies and market requirements. An explainable aliiticial intelligence (XAI) module generates interpretable outputs by linking recommendations to source document segments, thereby reducing hallucination and increasing transparency. The system further provides personalized career pathways. skill gap analysis, and actionable recommendations through a large language model integrated with controlled prompting techniques. The invention enhances accuracy. explainability. and adaptability in career decision suppoli systems and is suitable for applications in recruitment, education. and workforce planning.
Disclaimer: Curated by HT Syndication.
