Pratik K Biswas

Title: Innovations of Pratik K Biswas

Introduction

Pratik K Biswas is an accomplished inventor based in Morganville, NJ (US). He has made significant contributions to the field of technology, particularly in the area of recommendation systems and conversation summarization. With a total of 2 patents, his work showcases a blend of innovative thinking and practical application.

Latest Patents

Pratik's latest patents include a hybrid recommendation system and methods based on collaborative filtering integrated with multiple neural networks. This system generates recommendations, predictions, and classifications by applying collaborative filtering to influence Convolutional Neural Networks (CNNs), Recurrent Neural Networks (RNNs), and other neural networks. The system effectively models relationships from user interactions, providing personalized recommendations by tracking user activities and modifying user interfaces based on a recommendation matrix.

Another notable patent involves systems and methods for generating a summary of a multi-speaker conversation. This system separates a conversation transcript into sections corresponding to different speakers. It processes these sections to create individual speaker transcripts, identifies key terms, and generates concise summaries for each speaker. This innovative approach enhances the understanding of multi-speaker interactions.

Career Highlights

Pratik K Biswas is currently employed at Verizon Patent and Licensing Inc., where he continues to develop and refine his innovative ideas. His work at Verizon has allowed him to collaborate with other talented individuals in the field, further enhancing his contributions to technology.

Collaborations

Some of Pratik's notable coworkers include Songlin Liu and Aleksandr Iakubovich. Their collaborative efforts have likely contributed to the success of the projects they have worked on together.

Conclusion

Pratik K Biswas is a notable inventor whose work in hybrid recommendation systems and conversation summarization demonstrates his innovative spirit and technical expertise. His contributions to Verizon Patent and Licensing Inc. and the broader field of technology are commendable.