Company Filing History:
20 out of 11,294 
1 out of 2,019 
Years Active: 2002-2023
Title: Sameer Arun Joshi: Innovator in Machine Learning Technologies
Introduction
Sameer Arun Joshi, based in San Jose, CA, is a prominent inventor with a remarkable portfolio of 21 patents. His work primarily focuses on innovations in machine learning technologies, particularly in entity detection systems and bug report classification.
Latest Patents
Sameer’s latest contributions include a patent for a "System and method to generate a labeled dataset for training an entity detection system." This invention enhances semi-supervised machine learning by using less human input for training algorithms in entity recognition. The process involves identifying phrases containing a known entity value, generating context-value patterns for these phrases, and validating these patterns with human input to improve the dataset used for supervised machine learning models.
Another significant patent is for "Duplicate bug report detection using machine learning algorithms and automated feedback incorporation." This invention utilizes machine learning to classify bug reports into duplicate and non-duplicate categories by analyzing user classifications and correlation values among various features.
Career Highlights
Sameer has held notable positions at leading technology companies, including Oracle International Corporation and Compaq Computer Corporation. His innovative approach to problem-solving has resulted in significant advancements in machine learning applications, making him a valued inventor in his field.
Collaborations
Throughout his career, Sameer has collaborated with talented individuals such as Alok Kumar Srivastava and Surojit Chatterjee. These partnerships have further enhanced the development and implementation of his inventive ideas, contributing greatly to his success.
Conclusion
Sameer Arun Joshi's extensive experience and notable patents reflect his commitment to advancing machine learning technologies. His groundbreaking inventions not only streamline processes but also pave the way for future innovations in the tech industry. With an impressive array of patents, Sameer continues to be a driving force in the realm of artificial intelligence and machine learning.
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.