This inventor holds 1 USPTO granted patent and 2 published patent applications and 1 EPO patent. Top assignee: Tata Consultancy Services Limited. Active years: 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: 2026
Title: Jayashree Arunkumar: Advancing Contextual Explanations for AI
Introduction
Jayashree Arunkumar is an inventor based in Chennai, India, and works at Tata Consultancy Services Limited. Her patent work addresses a key challenge in artificial intelligence: making model predictions understandable and relevant to the people who rely on them.
Latest Patents
Arunkumar is associated with 1 patent, titled “Method and System for Generating Contextual Explanation for Model Predictions.” The invention describes generating explanations for user queries based on the output of AI models. It uses an explainer model to identify features that influence a prediction, then turns that information into contextual explanations suited to the domain and stakeholder. The disclosure also describes enabling conversational agents, such as chatbots, to communicate relevant information in language users can understand.
Career Highlights
Arunkumar’s patent reflects an interest in improving transparency and trust in AI-based solutions. By focusing on explanations that are contextual and stakeholder-relevant, the invention aims to help bridge the gap between technical model outputs and practical understanding.
Collaborations
Her listed coworkers include Amit Kalele and Jyoti Bhat. The patent is associated with Tata Consultancy Services Limited.
Conclusion
Jayashree Arunkumar’s invention focuses on making AI predictions easier to understand through contextual explanations, supporting clearer communication between AI systems and their users.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile