Company Filing History:
22 out of 13,025 
1 out of 7,357 
1 out of 1,513 
Years Active: 2016-2025
Title: Innovator Profile: Ravi Shukla from Bengaluru
Introduction: Ravi Shukla, based in Bengaluru, India, is a prolific inventor with an impressive portfolio of 19 patents. His work primarily focuses on enhancing technology and methodologies associated with printed circuit board assembly and natural language processing. His innovative contributions reflect a deep understanding of machine learning and its applications in industry.
Latest Patents: Among his latest innovations, Ravi has developed methods aimed at facilitating the reduction of noise in non-standard printed circuit board assembly component descriptions. This innovative approach employs a zero-shot model to effectively identify salient component class descriptions. The system he designed receives defined valid and invalid label designations representing accepted and rejected domains of component class descriptions. It processes component descriptions by removing non-alphanumeric characters and numbers, expanding the reduced words using a knowledge base, and selecting relevant words to create a final reduced description.
Additionally, he has contributed an apparatus that determines named entities associated with aspect terms extracted from documents containing unstructured text. This invention utilizes three machine learning models to classify words into aspects and predicts associations between aspect terms and named entities, thus enhancing information extraction and understanding of unstructured data.
Career Highlights: Ravi Shukla has had a significant impact on his field through his work at notable companies. He has been associated with Dell Products Inc. and EMC IP Holding Company LLC, where his innovations have contributed to advancements in technology and processes related to his areas of expertise.
Collaborations: Throughout his career, Ravi has collaborated with esteemed colleagues, including Prakash Sridharan and Jeffrey Scott Vah. Their collaborative efforts have further enriched the development of cutting-edge technologies and methodologies within their respective projects.
Conclusion: Ravi Shukla is a distinguished inventor whose contributions to the realm of technology are marked by his innovative patents and collaborative spirit. With 19 patents to his name and ongoing projects, he continues to push the boundaries of technology and innovation, particularly in the fields of machine learning and electronic components. His insights and inventions are pivotal in shaping the future of the industry, making him a significant figure in the world of innovation.