Location History:
- Maharashtra, IN (2019)
- Pune, IN (2017 - 2023)
Company Filing History:
Years Active: 2017-2023
Title: Innovations by Rajiv Radheyshyam Srivastava
Introduction
Rajiv Radheyshyam Srivastava is a notable inventor based in Pune, India. He has made significant contributions to the field of technology, particularly in the areas of data extraction and recommendation systems. With a total of 7 patents to his name, his work has been influential in advancing methodologies for processing complex data.
Latest Patents
One of his latest patents focuses on "Extracting mentions of complex relation types from documents by using joint first and second RNN layers to determine sentence spans which correspond to relation mentions." This innovation addresses the challenges of extracting data from documents that vary in structure, content, and style across different geographies and functional areas. The patent describes a joint neural network model that includes two sequence labeling layers trained together to extract entity mentions and relation mentions effectively. The first RNN layer creates sentence embeddings and predicts entity mentions, while the second RNN layer predicts labels for each sentence span corresponding to a relation type. This method facilitates downstream processing by accurately identifying relevant data.
Another significant patent is for a "System and method for context and sequence aware recommendation." This system recommends context and sequence-aware training sets to users by identifying items and keywords from previous trainings of interest. It employs a collapsed Gibbs Sampling approach for generative modeling and applies the recommendation model to infer subsequent trainings based on the context derived from keywords. The model ranks these inferred topics using a probability distribution and recommends at least one topic to the user based on this ranking.
Career Highlights
Rajiv currently works at Tata Consultancy Services Limited, a leading global IT services, consulting, and business solutions organization. His role involves leveraging his expertise in data processing and machine learning to develop innovative solutions that meet the needs of clients.
Collaborations
He has collaborated with notable colleagues such as Girish Keshav Palshikar and Sachin Sharad Pawar, contributing to various projects that enhance the capabilities of their team.
Conclusion
Rajiv Radheyshyam Srivastava's contributions to technology through his patents demonstrate his commitment to innovation and problem-solving in complex data environments. His work continues to influence the fields of data extraction and recommendation systems, showcasing the importance of advancements in these areas.
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.