Ravi Batra

Title: The Innovative Mind of Ravi Batra

Introduction

Ravi Batra, a prominent inventor based in Jersey City, NJ, has made significant contributions to the field of machine learning and data analysis. With a total of three patents to his name, Batra is recognized for his innovative approaches in identifying valuable data from unstructured sources. His work is particularly relevant in the rapidly evolving technological landscape where efficient data processing is crucial.

Latest Patents

Ravi Batra’s latest patents focus on "Identifying Data of Interest Using Machine Learning". These patents disclose systems and methods designed for retrieving unstructured data from internet sources via alert systems or RSS feeds. The unique aspect of his invention lies in the use of several advanced models and scoring systems to assess the relevance of this data. The models utilized include a Naïve Bayes machine learning model, a Long Short-Term Memory (LSTM) model, a Named Entity Recognition (NER) model, a Semantic Role Labeling (SRL) model, a sentiment scoring algorithm, and a Gradient Boosted Regression Tree (GBRT) model. The seamless integration of these various techniques allows for the generation of data alerts that can trigger manual reviews or automated decision-making processes when significant data is identified.

Career Highlights

Ravi Batra currently works at American Express Travel Related Services Company, Inc., where his expertise in machine learning is leveraged to enhance data-driven decision-making processes. His career reflects a commitment to innovation in technology, paving the way for more effective handling of data in various applications.

Collaborations

During his journey, Batra has collaborated with notable colleagues such as Sandeep Bose and Mario Fragoso. These collaborations highlight the team-oriented approach necessary for driving forward innovative solutions in technology and machine learning.

Conclusion

Ravi Batra stands out as an inventive force in the realm of data science and machine learning. His patents contribute significantly to the understanding and effectiveness of data identification processes. As technology continues to advance, Batra's work demonstrates the crucial role inventors play in shaping a more efficient future.