Company Filing History:
Years Active: 2018-2025
Title: Innovations by Manish Kesarwani: A Leader in Machine Learning Technologies
Introduction: Manish Kesarwani, an acclaimed inventor based in Bengaluru, India, is known for his significant contributions to the fields of machine learning and data management. With an impressive portfolio of 22 patents, Kesarwani continues to push the boundaries of innovation, creating advanced solutions that address complex challenges in technology.
Latest Patents: Among his recent inventions, two notable patents stand out. The first, titled "Providing the status of model extraction in the presence of colluding users," outlines a sophisticated computer-implemented method that generates summaries of user inputs to a machine learning model. This method involves comparing these summaries with feature boundaries, computing correspondence metrics, and identifying potential candidates for extracting portions of the model in an adversarial manner. This invention aims to enhance the security and integrity of machine learning applications.
The second patent, "Extract-transform-load script generation," introduces a method that allows users to retrieve data from repositories using natural language queries. This innovative approach identifies concepts within the queries, ranks satisfying datasets based on relevance, and generates scripts for extracting, transforming, and loading selected datasets efficiently. This advancement streamlines data management and enhances user experience in data retrieval processes.
Career Highlights: Manish Kesarwani is currently employed at the International Business Machines Corporation (IBM), where he leverages his expertise in machine learning to drive innovation and development. His prolific inventive output has established him as a prominent figure in the tech industry, garnering respect from peers and stakeholders alike.
Collaborations: Throughout his career, Kesarwani has collaborated with talented colleagues, including Sameep Mehta and Akshar Kaul, working collectively to produce groundbreaking advancements in technology. These collaborations not only enhance the creative process but also drive impactful results in their projects.
Conclusion: Manish Kesarwani's contributions to the realm of innovations highlight his role as a key inventor shaping the future of machine learning and data processing. His patents exemplify a commitment to enhancing technology's capabilities and addressing vital issues within the field. As he continues to innovate at IBM, Kesarwani remains a visionary in the tech landscape, inspiring future generations of inventors and researchers.
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.