Company Filing History:
Years Active: 2025
Title: Sundeep Gullapudi: Innovator in Machine Learning Technologies
Introduction
Sundeep Gullapudi is a prominent inventor based in Singapore, known for his contributions to the field of machine learning. With a total of 2 patents, he has made significant strides in developing innovative solutions that enhance the accuracy and efficiency of machine learning models.
Latest Patents
Gullapudi's latest patents include "Dynamic calibration of confidence-accuracy mappings in entity matching models." This patent outlines methods, systems, and computer-readable storage media for receiving a first set of predictions generated by a machine learning model during execution of a training pipeline. The process involves determining a set of confidence bins based on the predictions' confidences and applying a regression model to establish confidence-to-accuracy relationships. Another notable patent is "Entity linking and filtering using efficient search tree and machine learning representations." This invention focuses on reducing the number of target items considered as potential matches to a query item by utilizing token embeddings and a search tree.
Career Highlights
Sundeep Gullapudi is currently employed at SAP SE, where he continues to push the boundaries of machine learning technology. His work has been instrumental in developing systems that improve the performance of machine learning applications.
Collaborations
Throughout his career, Gullapudi has collaborated with talented individuals such as Rajesh Vellore Arumugam and Wei Xia. These collaborations have fostered an environment of innovation and creativity, leading to the development of cutting-edge technologies.
Conclusion
Sundeep Gullapudi's contributions to machine learning through his patents and collaborations highlight his role as a key innovator in the field. His work continues to influence advancements in technology, making a lasting impact on the industry.