Pratik Divanji

Title: Innovations by Pratik Divanji

Introduction

Pratik Divanji is an accomplished inventor based in Englewood, CO (US). He has made significant contributions to the field of technology, particularly in the area of content consumption and machine learning. With a total of 2 patents to his name, he is recognized for his innovative approaches to enhancing user experiences in digital media.

Latest Patents

One of Pratik's latest patents focuses on "Automated transition classification for binge watching of content." This invention describes novel techniques for automating the classification of transitions in content consumption. The process involves extracting a number of frame images from a candidate segment time window of content. These frame images are then classified by a trained machine learning model into segment and non-segment classifications. The results of this classification can be represented by a two-dimensional (2D) image. This 2D image undergoes a multi-level convolutional conversion to produce a set of output images. Subsequently, a serialized representation of these output images is processed through a trained computational neural network to generate a transition array. This array allows for the derivation of a candidate transition time, indicating the precise moment at which the content transitions to the classified segment.

Career Highlights

Pratik Divanji is currently employed at Dish Network LLC, where he continues to innovate and develop new technologies. His work has significantly impacted the way content is consumed and classified, making it easier for users to engage with media.

Collaborations

Pratik has collaborated with notable colleagues, including Ilhyoung Kim and Abhijit Y Sharma. Their combined expertise has contributed to the advancement of technologies in the field.

Conclusion

Pratik Divanji is a forward-thinking inventor whose work in automated transition classification is paving the way for enhanced content consumption experiences. His contributions to the field of technology are noteworthy and continue to influence the industry.