Location History:
- Cambridge, MA (US) (2021)
- Atlanta, GA (US) (2023)
Company Filing History:
Years Active: 2021-2025
Title: The Innovative Mind of Parikshit Ram
Introduction
Parikshit Ram is a prominent inventor based in Cambridge, MA, known for his significant contributions to the field of automated machine learning. With a total of 8 patents to his name, he has made remarkable strides in optimizing machine learning processes.
Latest Patents
Among his latest patents is "AutoML with multiple objectives and tradeoffs thereof." This invention involves receiving a plurality of objectives for a given dataset in an automated machine learning process. It also includes a set of tradeoffs that distribute weights to respective objectives, providing pipelines that optimize each objective according to these tradeoffs. Another notable patent is "Machine learning with multiple constraints," which discloses a method for determining whether model pipelines satisfy specific constraints. This invention includes detecting user-uploaded data and constraints, collecting relevant information, and applying algorithms to ensure that model pipelines meet all specified constraints.
Career Highlights
Parikshit Ram is currently employed at International Business Machines Corporation, commonly known as IBM. His work at IBM has allowed him to explore innovative solutions in machine learning and artificial intelligence, contributing to the advancement of technology in these fields.
Collaborations
Throughout his career, Parikshit has collaborated with notable colleagues, including Radu Marinescu and Dakuo Wang. These collaborations have fostered a creative environment that encourages the development of groundbreaking technologies.
Conclusion
Parikshit Ram's contributions to automated machine learning and his innovative patents highlight his role as a leading inventor in the tech industry. His work continues to influence the future of machine learning and artificial intelligence.
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.