This inventor holds 4 USPTO granted patents and 3 published patent applications. Top assignee: Citibank, N.a.. Active years: 2025-2026.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile
Company Filing History:
Years Active: 2025-2026
Title: Subramanian Sankaran: Innovator in AI-Based Systems
Introduction
Subramanian Sankaran is a notable inventor based in Flushing, NY (US). He has made significant contributions to the field of artificial intelligence through his innovative patent. His work focuses on enhancing the capabilities of AI models to generate validated responses effectively.
Latest Patents
Sankaran holds a patent titled "Using a multi-model architecture for retrieval-augmented generation (RAG)." This patent describes systems and methods that generate validated responses using AI-based models. The system is designed to obtain or receive an output generation request, which may include a document set and a query set. It classifies the query set by partitioning it into multiple subsets and assigning a complexity score. Based on this classification, the system generates a computational workflow set using a first AI model to retrieve resources responsive to the query set. The workflow is executed using a second AI model, and the retrieved resources are validated against predefined criteria. If the resources meet the criteria, a response is generated using a third AI model. The system can also display a graphical layout on a graphical user interface (GUI) showing the request, retrieved resources, and generated response.
Career Highlights
Subramanian Sankaran is currently employed at Citibank, N.A., where he applies his expertise in AI and technology. His work at Citibank allows him to contribute to innovative solutions in the banking sector, leveraging his knowledge of AI systems.
Collaborations
Sankaran collaborates with talented individuals such as Ganesh Prasad Bhat and Joshua Adam Goldman. These collaborations enhance the development of innovative solutions and foster a creative environment for technological advancements.
Conclusion
Subramanian Sankaran is a prominent inventor whose work in AI-based systems has the potential to revolutionize how responses are generated and validated. His contributions to the field are significant and reflect his commitment to innovation.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile