Company Filing History:
Years Active: 2022-2025
Title: Swetasudha Panda: Innovator in Machine Learning and Data Processing
Introduction
Swetasudha Panda is a prominent inventor based in Burlington, MA (US). He has made significant contributions to the fields of machine learning and data processing, holding a total of 8 patents. His innovative work focuses on enhancing the efficiency and effectiveness of data handling and machine learning models.
Latest Patents
Among his latest patents, one notable invention is titled "Online post-processing in rankings for constrained utility maximization." This patent describes a method for performing online post-processing on rankings generated with constrained utility maximization. The process involves receiving a stream of data items, ranking them according to a trained model, and applying a re-ranking model to ensure compliance with specific ranking constraints. The re-ranked items are then sent to an application for further use.
Another significant patent is "Guided augmentation of data sets for machine learning models." This invention outlines techniques for augmenting datasets used in training machine learning models. By extracting subsets of words from existing training datasets, these techniques increase the number and diversity of examples, which is particularly beneficial in few-shot learning scenarios. The approach conserves scarce sample data by utilizing general data sources to train a data generation model.
Career Highlights
Swetasudha Panda is currently employed at Oracle International Corporation, where he continues to develop innovative solutions in data processing and machine learning. His work at Oracle has positioned him as a key player in advancing technology in these fields.
Collaborations
Throughout his career, Swetasudha has collaborated with notable colleagues, including Michael Louis Wick and Jean-Baptiste Frederic George Tristan. These collaborations have further enriched his contributions to the industry.
Conclusion
Swetasudha Panda's work exemplifies the spirit of innovation in the realm of machine learning and data processing. His patents reflect a commitment to enhancing technology and improving data handling methodologies. His contributions are invaluable to the ongoing evolution of these fields.
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.