This inventor holds 3 USPTO granted patents and 1 published patent application. Top assignee: Fmr Corp.. Active years: 2019-2022.
Company Filing History:
Years Active: 2019-2022
Title: Innovations by Shishir Shekhar
Introduction
Shishir Shekhar is an accomplished inventor based in Bengaluru, India. He has made significant contributions to the field of artificial intelligence and digital content classification. With a total of 3 patents, his work focuses on enhancing user experience through advanced recommendation systems.
Latest Patents
Shishir's latest patents include innovative methods for digital content classification and recommendation based on artificial intelligence reinforcement learning. One of his notable inventions describes a server that converts unstructured text into a content item feature set. This server generates user context vectors and trains a linear multi-armed bandit (MAB) classification model. The model predicts content interaction scores and identifies digital content items for users based on their context.
Another significant patent involves automated predictive product recommendations using reinforcement learning. This invention captures historical activity data from users and generates context vectors. The server transforms these vectors into context embeddings and assigns them to embedding clusters. It calculates the likelihood of successful recommendations and generates a recommendation matrix to suggest products effectively.
Career Highlights
Shishir Shekhar is currently employed at FMR Corp., where he continues to innovate in the field of technology. His work has been instrumental in developing systems that leverage artificial intelligence for better user engagement and product recommendations.
Collaborations
Some of Shishir's notable coworkers include Alex Arias-Vargas and Serdar Kadioglu. Their collaboration has contributed to the advancement of projects that focus on machine learning and user interaction.
Conclusion
Shishir Shekhar's contributions to artificial intelligence and digital content classification demonstrate his commitment to innovation. His patents reflect a deep understanding of user needs and the potential of technology to enhance experiences.