Company Filing History:
Years Active: 2021-2025
Title: Innovations of Dipanjan Ghosh
Introduction
Dipanjan Ghosh is an accomplished inventor based in Santa Clara, CA. He has made significant contributions to the field of technology, holding a total of 5 patents. His work primarily focuses on systems and methods that enhance troubleshooting and deep learning processes.
Latest Patents
One of his latest patents is titled "Systems and method for constructing troubleshooting trees." This invention involves a sophisticated approach to creating troubleshooting trees by utilizing unstructured text sources. The method employs a parsing tool to segment the text into relevant sections associated with equipment components, units, or processes. In cases where the parsing tool fails, a pre-trained language model is utilized to identify the sections. The process includes obtaining metadata for each section and enhancing similarity matching to improve data segmentation. The final output is a constructed troubleshooting tree that ensures accuracy through a grounding process.
Another notable patent is the "Method for reproducibility of deep learning classifiers using ensembles." This invention describes a system for generating an ensemble of deep learning models. It involves creating multiple model samples from a training set and aggregating their outputs to produce a cohesive result. This method aims to improve the reliability and performance of deep learning classifiers.
Career Highlights
Dipanjan Ghosh is currently employed at Hitachi, Ltd., where he continues to innovate and contribute to technological advancements. His expertise in deep learning and troubleshooting systems has positioned him as a valuable asset in his field.
Collaborations
He has collaborated with notable colleagues, including Chetan Kumar Gupta and Ahmed Khairy Farahat, further enhancing the impact of his work through teamwork and shared expertise.
Conclusion
Dipanjan Ghosh's contributions to technology through his patents reflect his innovative spirit and dedication to improving systems and processes. His work continues to influence the fields of troubleshooting and deep learning, showcasing the importance of invention in driving progress.
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.