Company Filing History:
Years Active: 2021-2023
Title: Nabaruna Karmakar: Innovator in Manufacturing Technology
Introduction
Nabaruna Karmakar is a distinguished inventor based in Morrisville, NC (US). He has made significant contributions to the field of manufacturing technology, holding a total of 2 patents. His innovative work focuses on enhancing manufacturing processes through advanced detection systems and machine learning models.
Latest Patents
Karmakar's latest patents include a "Manufacturing Defective Object Detection System." This computing system is designed to detect defective objects on a manufacturing line by classifying each pixel in an image received from the production process. The system utilizes a trained neural network model to categorize pixels as background, non-defective, or defective. The classified pixels are then grouped into polygons, which are further analyzed to determine their classification based on the number of pixels in each category.
Another notable patent is "Optimizing Manufacturing Processes Using One or More Machine Learning Models." This invention aims to optimize manufacturing processes by executing an optimization model that identifies recommended values for configurable settings. The model employs an iterative process to refine candidate values, ultimately enhancing the efficiency of manufacturing operations.
Career Highlights
Nabaruna Karmakar is currently employed at SAS Institute Inc., where he applies his expertise in manufacturing technology. His work at SAS has allowed him to develop innovative solutions that improve production efficiency and quality.
Collaborations
Karmakar collaborates with talented professionals in his field, including Varunraj Valsaraj and Pelin Cay. These collaborations foster a creative environment that drives innovation and enhances the development of new technologies.
Conclusion
Nabaruna Karmakar is a prominent figure in the realm of manufacturing technology, with a focus on defect detection and process optimization. His contributions through patents and collaborations continue to shape the future of manufacturing.
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.