Location History:
- Bengaluru, IN (2023)
- Madhya Pradesh, IN (2023)
Company Filing History:
Years Active: 2023
Title: Innovations by Shrutendra Harsola
Introduction
Shrutendra Harsola is a prominent inventor based in Bengaluru, India. He has made significant contributions to the field of machine learning and natural language processing. With a total of 5 patents to his name, Harsola is recognized for his innovative approaches to real-time predictions and content extraction.
Latest Patents
One of Harsola's latest patents is titled "Ensemble of machine learning models for real-time predictions in expert electronic chats." This invention utilizes an ensemble of machine learning models to predict text in real-time during electronic chats with expert users. A global machine learning model, such as a transformer model, is trained with domain-specific knowledge to make generalized predictions. Additionally, an n-gram model learns the specific style of the expert user, generating more natural and user-specific text. If certain words cannot be predicted with a desired probability, a word completion model assists in completing words as they are typed. This ensemble produces accurate and natural text, continuously fine-tuning itself based on the expert's feedback.
Another notable patent is "Extracting content from freeform text samples into custom fields in a software application." This invention provides techniques for training a machine learning model to extract relevant textual content for custom fields in software applications from freeform text samples. The method involves generating a training data set through a natural language processing pipeline and training two machine learning models. The first model identifies custom fields containing relevant data, while the second extracts content into those fields.
Career Highlights
Shrutendra Harsola is currently employed at Intuit, Inc., where he continues to develop innovative solutions in the tech industry. His work focuses on enhancing user interactions through advanced machine learning techniques.
Collaborations
Harsola collaborates with talented individuals such as Vikas Raturi and Sourav Prosad, contributing to a dynamic and innovative work environment.
Conclusion
Shrutendra Harsola's contributions to machine learning and natural language processing demonstrate his commitment to innovation. His patents reflect a deep understanding of technology and its applications in real-world scenarios.