Amrutha Dharmaraj

Amrutha Dharmaraj is a prominent inventor based in Bengaluru, India. She has made significant contributions to the field of machine learning, particularly in developing innovative systems that enhance user interaction with databases. With a total of 3 patents to her name, Amrutha is recognized for her expertise and creativity in technology.

Latest Patents

One of her latest patents is a machine learning-implemented chat bot database query system for multi-format database queries. This device receives a query from a user associated with a car dealership and applies the query to a first trained machine learning model configured to predict an intent. It also utilizes a second trained machine learning model to predict a set of entities. The device generates a normalized representation of the first query that is database language agnostic based on the predicted intent and the predicted set of entities. Furthermore, it translates the normalized representation into a second query that is compatible with the language of a database of the car dealership. The device fetches data from the database of the car dealership using the second query and provides the data for display to the user.

Career Highlights

Amrutha currently works at Tekion, Inc., where she continues to innovate and develop cutting-edge technologies. Her work focuses on enhancing the efficiency and effectiveness of database interactions through machine learning.

Collaborations

Amrutha collaborates with talented individuals such as Jayaprakash Vijayan and Ved Surtani, contributing to a dynamic and innovative work environment.

Conclusion

Amrutha Dharmaraj is a trailblazer in the field of machine learning, with a strong portfolio of patents that showcase her innovative spirit. Her contributions are paving the way for advancements in technology and user experience.