Company Filing History:
Years Active: 2024-2025
Title: Malarvizhi Saravanan: Innovator in Machine Learning Technologies
Introduction
Malarvizhi Saravanan is a prominent inventor based in Bengaluru, India. She has made significant contributions to the field of machine learning, particularly in developing innovative systems for database queries. With a total of two patents to her name, Malarvizhi is recognized for her expertise and creativity in technology.
Latest Patents
Malarvizhi's latest patents focus on a machine learning-implemented chatbot database query system designed for multi-format database queries. This innovative device receives a query from a user associated with a car dealership and applies it to a first trained machine learning model configured to predict intent. Additionally, it utilizes a second trained machine learning model to predict a set of entities. The device generates a normalized representation of the initial query that is database language agnostic, based on the predicted intent and entities. It then translates this normalized representation into a second query compatible with the database language of the car dealership. Ultimately, the device fetches data from the dealership's database using the second query and provides the data for display to the user.
Career Highlights
Malarvizhi currently works at Tekion, Inc., where she continues to push the boundaries of technology and innovation. Her work has garnered attention for its practical applications in the automotive industry, particularly in enhancing customer interactions through advanced machine learning techniques.
Collaborations
Malarvizhi collaborates with talented professionals in her field, including her coworkers Jayaprakash Vijayan and Ved Surtani. These collaborations contribute to the development of cutting-edge technologies and foster a creative environment for innovation.
Conclusion
Malarvizhi Saravanan is a trailblazer in the realm of machine learning and database technologies. Her patents reflect her commitment to advancing technology and improving user experiences in the automotive sector. Through her work at Tekion, Inc., she continues to inspire future innovations in the industry.