Samarjeet Singh Tomar

Title: The Innovative Contributions of Samarjeet Singh Tomar

Introduction

Samarjeet Singh Tomar is a prominent inventor based in Bengaluru, India. He has made significant contributions to the field of technology, particularly in machine learning and software provisioning. With a total of 10 patents to his name, Tomar's work is recognized for its innovative approaches and practical applications.

Latest Patents

One of his latest patents is a system and method to generate a labeled dataset for training an entity detection system. This invention utilizes semi-supervised machine learning, which requires less human input than traditional supervised algorithms. By starting with known entity values, the system identifies phrases in a training data corpus that include these values. Context-value patterns are generated to match selected phrases, and these patterns can be validated through human input. This process helps in labeling occurrences of validated entity values in the training corpus, ultimately forming a reduced-size training set for supervised machine learning models used in named entity recognition applications.

Another notable patent is focused on rapid software provisioning and patching. This invention outlines an architecture and methodology that allows for quick access to provisioned software without the need for transferring the entire software distribution upfront. Instead, a multi-tier architecture enables efficient access and reads of distribution materials from remote storage locations, streamlining the software provisioning process.

Career Highlights

Samarjeet Singh Tomar is currently employed at Oracle International Corporation, where he continues to innovate and contribute to the field of technology. His work at Oracle has allowed him to collaborate with other talented professionals and push the boundaries of what is possible in software and machine learning.

Collaborations

Some of his notable coworkers include Prasad V Bagal and Harish Nandyala. Their collaborative efforts have further enhanced the innovative projects they work on together.

Conclusion

Samarjeet Singh Tomar's contributions to technology through his patents and work at Oracle International Corporation highlight his role as a leading inventor in the field. His innovative solutions in machine learning and software provisioning are paving the way for future advancements.