This inventor holds 7 USPTO granted patents and 4 published patent applications and 1 EPO patent. Top assignee: Servicenow, Inc.. Active years: 2019-2023.
Location History:
- Santa Clara, CA (US) (2019 - 2021)
- Pleasanton, CA (US) (2021 - 2023)
Company Filing History:
Years Active: 2019-2023
Title: Abhay Narayan Kulkarni: Innovator in Machine Learning and Knowledge Management
Introduction
Abhay Narayan Kulkarni is a prominent inventor based in Pleasanton, CA (US). He has made significant contributions to the field of machine learning and knowledge management, holding a total of 7 patents. His work focuses on improving the classification and prediction of information technology incidents, showcasing his expertise in leveraging technology for practical solutions.
Latest Patents
Kulkarni's latest patents include innovative systems and methods for knowledge management using machine learning models. One of his notable patents involves a method for obtaining client instance data that includes a variety of incidents and knowledge elements. This method builds a validation set based on the client data, allowing for the prediction of knowledge element classes that can effectively resolve incidents. Another significant patent details systems and methods for classifying and predicting the causes of IT incidents. This involves determining odds ratios and utilizing decision trees to classify incidents based on their features, ultimately predicting the relationship of new incidents to existing problems.
Career Highlights
Abhay Narayan Kulkarni currently works at ServiceNow, Inc., where he continues to develop innovative solutions in the realm of IT incident management. His work has been instrumental in enhancing the efficiency and effectiveness of knowledge management systems.
Collaborations
Kulkarni collaborates with talented professionals in his field, including Bruce Walthers and Mukund Ramachandran. These collaborations contribute to the advancement of technology and the development of cutting-edge solutions.
Conclusion
Abhay Narayan Kulkarni is a distinguished inventor whose work in machine learning and knowledge management has made a significant impact in the technology sector. His innovative patents and collaborations reflect his commitment to advancing the field and providing effective solutions for IT incident management.
