Shivani Hanji

Title: Shivani Hanji: Innovator in Music Recommendation Systems

Introduction

Shivani Hanji is a talented inventor based in Mumbai, India. She has made significant contributions to the field of machine learning, particularly in the area of music recommendation systems. Her innovative approach combines technology with the emotional aspects of literature, creating a unique intersection of art and science.

Latest Patents

Shivani holds a patent for a system and method for recommending background music for books using machine learning models. This patent outlines a comprehensive method that involves determining the emotion from extracted text, assigning similarity scores to emotion-words, and retrieving songs that match the emotional context of the text. The system ultimately recommends background music that enhances the reading experience based on the emotional tone of the book.

Career Highlights

Shivani is currently associated with the International Institute of Information Technology in Hyderabad. Her work there focuses on advancing machine learning applications and exploring innovative solutions that bridge technology and user experience.

Collaborations

Shivani collaborates with notable colleagues, including Vinoo Alluri and Pranshi Yadav. These partnerships foster a creative environment that encourages the development of groundbreaking ideas and technologies.

Conclusion

Shivani Hanji is a remarkable inventor whose work in music recommendation systems showcases the potential of machine learning in enhancing literary experiences. Her contributions are paving the way for future innovations in the intersection of technology and the arts.