Miruna Jayakrishnasamy

Title: Miruna Jayakrishnasamy: Innovator in Machine Learning and Natural Language Processing

Introduction

Miruna Jayakrishnasamy is a prominent inventor based in Vellore, India. She has made significant contributions to the fields of machine learning and natural language processing. With a total of 10 patents to her name, her work focuses on enhancing the efficiency and accuracy of text processing technologies.

Latest Patents

One of her latest patents is titled "Systems and methods for utilizing a machine learning model for sentence boundary detection." This invention involves a device that receives text data, extracts phrases, and calculates question scores for those phrases. The device determines whether the phrases are linked to single or multiple answers and processes the data using a machine learning model to generate valid sentence scores. Ultimately, it identifies valid sentences and adds punctuation to create final sentences.

Another notable patent is "Systems and methods for reducing input to and increasing processing speeds of natural language processing models." This invention generates scores for sentences based on word frequency, domain entities, and sentiment analysis. The device summarizes text, filters sentences, and assigns weights to create a ranked list of sentences, enhancing the overall processing speed and efficiency of natural language models.

Career Highlights

Miruna currently works at Verizon Patent and Licensing Inc., where she continues to innovate in her field. Her work has been instrumental in advancing technologies that leverage machine learning for practical applications in natural language processing.

Collaborations

Miruna collaborates with her coworker, Prakash Ranganathan, who is also a talented professional in the field. Together, they contribute to the development of cutting-edge technologies that push the boundaries of what is possible in machine learning and natural language processing.

Conclusion

Miruna Jayakrishnasamy's innovative work in machine learning and natural language processing has led to significant advancements in the field. Her patents reflect her commitment to improving technology and enhancing user experiences through intelligent systems.