Location History:
- Karnataka, IN (2013 - 2017)
- Bengaluru, IN (2014 - 2024)
Company Filing History:
Years Active: 2013-2025
Title: Sweta Singh: Innovator in Machine Learning and Database Security
Introduction: Sweta Singh is a prominent inventor based in Bengaluru, India, known for her impactful contributions to the fields of machine learning and database security. With a total of 10 patents to her name, Sweta has proven herself as a leading figure in technological innovation.
Latest Patents: Among her latest patents, two stand out for their innovative approach to machine learning and data protection. The first patent, titled "Determining reinforcement learning model reward signal timing," presents a novel method for dynamically determining timing for a machine learning model's reward signal. This invention involves receiving data tied to a system state and calculating a sleep duration for a second machine learning model, ultimately enhancing the learning efficiency of the models involved.
The second notable patent, "Encryption of database log files," introduces a method for securely encrypting log file data in a multitenant database. This methodology not only protects tenant-specific data using a unique symmetric encryption key but also ensures the security of log file entries associated with the tenant's data, thereby fortifying database integrity.
Career Highlights: Sweta Singh has built a strong career as an innovator while working at the International Business Machines Corporation (IBM). Her expertise in machine learning and database security has enabled her to develop cutting-edge solutions that address contemporary challenges in technology.
Collaborations: In her journey as an inventor, Sweta has collaborated with talented colleagues such as Vaibhav Murlidhar Kulkarni and Manish Anand. These collaborations have fostered an environment of innovation and creativity, allowing for the exchange of ideas and expertise.
Conclusion: Sweta Singh’s dedication to innovation in machine learning and database security exemplifies the spirit of technological advancement. Her impressive portfolio of patents reflects her commitment to finding solutions that enhance the efficiency and security of complex systems. As an outstanding inventor, Sweta continues to influence her field significantly and inspire future generations of innovators.
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.