Praduemn K Goyal

Title: Innovations by Praduemn K Goyal

Introduction

Praduemn K Goyal is an accomplished inventor based in Holmdel, NJ (US). He has made significant contributions to the field of technology, holding a total of five patents. His work primarily focuses on enhancing data processing and model development through innovative methods and systems.

Latest Patents

One of his latest patents is titled "Agent assisted model development." This invention describes a method, computer program product, and computer system that utilizes agents at a data lake to assist in training, testing, and deploying models for predicting outputs from specified inputs. The agents play a crucial role in identifying hardware resources, model input data, training languages, and software resources necessary for the model's execution.

Another notable patent is "Scalable identification of duplicate datasets in heterogeneous datasets." This invention provides an embodiment for identifying and sorting duplicate datasets within a large pool of heterogeneous datasets. It involves automatically comparing schema information and metadata to generate similarity scores, as well as calculating an overall distance metric to identify clusters of similar datasets.

Career Highlights

Praduemn K Goyal is currently employed at International Business Machines Corporation (IBM), where he continues to innovate and contribute to advancements in technology. His expertise in data lakes and model optimization has positioned him as a valuable asset in his field.

Collaborations

Throughout his career, Praduemn has collaborated with notable colleagues, including Diptikalyan Saha and Jean M Dube. These collaborations have further enriched his work and contributed to the development of innovative solutions.

Conclusion

Praduemn K Goyal's contributions to technology through his patents and work at IBM highlight his role as a leading inventor in the field. His innovative approaches to data processing and model development continue to influence advancements in technology.