Mayur Patidar

Title: Innovations by Mayur Patidar

Introduction

Mayur Patidar is an accomplished inventor based in Noida, India. He has made significant contributions to the field of technology, particularly in the areas of intent discovery and e-commerce product descriptions. With a total of five patents to his name, Patidar continues to push the boundaries of innovation.

Latest Patents

One of his latest patents is titled "System and method for intent discovery from user logs using deep semi-supervised contrastive clustering." This invention addresses the challenges faced by existing semi-supervised and unsupervised approaches for intent discovery, which often require an estimate of the number of new intents present in user logs. The method involves receiving labeled utterances from known intents and updating parameters of a pre-trained language model (PLM). Through iterative representation learning and clustering, the PLM is fine-tuned, resulting in the generation of multiple clusters. A cluster merger algorithm is then executed to create new clusters interpreted as intents.

Another notable patent is the "Method and system for generation of descriptive copy of grocery products." This invention is particularly relevant in the rapidly expanding e-commerce industry. It outlines a process for generating product descriptions for grocery items, which is challenging due to the lack of common features among food products. The method involves receiving data related to grocery products, processing it to identify similar items, and extracting relevant attributes and allergen information. A vocabulary model is then created and validated, leading to the generation of descriptive copies for grocery products.

Career Highlights

Mayur Patidar is currently employed at Tata Consultancy Services Limited, where he applies his expertise in technology and innovation. His work has garnered attention for its practical applications and contributions to the industry.

Collaborations

Some of his notable coworkers include Gautam Shroff and Puneet Kumar Agarwal, who have collaborated with him on various projects.

Conclusion

Mayur Patidar's innovative patents and contributions to technology demonstrate his commitment to advancing the field. His work in intent discovery and e-commerce product descriptions highlights the importance of innovation in addressing contemporary challenges.