Shreeranjani Srirangamsridharan

Title: Innovations by Shreeranjani Srirangamsridharan in Patent Development

Introduction

Shreeranjani Srirangamsridharan is a prominent inventor based in White Plains, NY. With an impressive portfolio of eight patents, he has made significant contributions to the fields of technology and artificial intelligence. His innovative solutions focus on advancing topic modeling and chatbot functionalities, providing deeper insights and usability for end-users.

Latest Patents

Srirangamsridharan's latest patents reflect his commitment to enhancing user experience through advanced technological frameworks. One of his notable inventions is a system for "Transparent and controllable topic modeling." This technology allows users to control and visualize topic modeling results with an interactive interface. The interface facilitates user-directed exploration, enabling a better understanding and adjustment of topic modeling algorithms by presenting semantic summaries and structural explanations. Users can manipulate interface features to implement iterative changes based on feedback, effectively broadening or narrowing results, and re-organizing topics through splitting or merging. This empowers users to comprehend the topic modeling process thoroughly and refine the granularity of the information presented.

His other significant patent is for "Reinforcement learning for chatbots." This method introduces a computer-implemented technique for generating and deploying a reinforced learning model that trains chatbots. By selecting conversations involving agents and users, the method identifies topics and conversation turns, creating a conversation flow. An outcome score is applied to each conversation, enabling the creation of a reinforced learning model based on the conversation flow and outcome scores. This model is then deployed to chatbots, enhancing their conversational abilities and effectiveness.

Career Highlights

Srirangamsridharan is currently employed at the International Business Machines Corporation (IBM), where he leverages his innovative skills to develop cutting-edge technology solutions. His tenure at IBM has allowed him to harness his expertise and contribute to various projects that aim to push the boundaries of artificial intelligence.

Collaborations

Throughout his career, Srirangamsridharan has collaborated with notable colleagues, including Mudhakar Srivatsa and Raghu Kiran Ganti. These partnerships have allowed for the exchange of innovative ideas and the fusion of different technological perspectives, leading to more robust solutions in their respective fields.

Conclusion

Shreeranjani Srirangamsridharan stands as an influential inventor whose work at IBM exemplifies innovation in technology and artificial intelligence. With eight patents to his name, his contributions continue to shape advancements in topic modeling and chatbot functionality, ultimately enhancing user experiences across various applications. His dedication to exploration and improvement within these domains ensures that he remains a prominent figure in the field of innovation.