Danni Jin

Title: Innovations of Danni Jin

Introduction

Danni Jin is an accomplished inventor based in Sunnyvale, CA. He has made significant contributions to the field of technology, particularly in sentiment analysis and visualization. With a total of 2 patents, his work has garnered attention for its innovative approaches to understanding user comments.

Latest Patents

Danni Jin's latest patents focus on visualizing comment sentiment. The techniques he developed provide methods for displaying the sentiment of user text comments. One example method includes receiving a text comment comprising a sequence of words and providing a vector sequence representing this sequence to a sentiment model. This model is configured to output a sequence of sentiment scores for the vector sequence. Additionally, cleaned text is provided to a topic module that outputs relevance scores. The method further includes determining final sentiment scores for each word in the sequence and generating a sentiment visualization that shows these scores.

Career Highlights

Danni Jin is currently employed at Intuit, Inc., where he continues to innovate and develop new technologies. His work has been instrumental in enhancing user experience through advanced sentiment analysis techniques.

Collaborations

Danni collaborates with talented individuals such as Runhua Zhao and Chris Wang, contributing to a dynamic and innovative work environment.

Conclusion

Danni Jin's contributions to sentiment analysis and visualization reflect his commitment to advancing technology. His patents and work at Intuit, Inc. highlight his role as a leading inventor in the field.