Rahul Dutta

Title: Innovations by Rahul Dutta in Parasomnia Management

Introduction

Rahul Dutta is an accomplished inventor based in Bengaluru, India. He has made significant contributions to the field of machine learning, particularly in the management of parasomnia episodes. His innovative approach combines predictive data analysis with advanced machine learning techniques to address this complex issue.

Latest Patents

Rahul Dutta holds a patent for "Machine learning techniques for parasomnia episode management." This invention encompasses various methods, apparatus, systems, and computing devices designed to perform predictive data analysis operations for managing parasomnia episodes. The patent outlines several embodiments that utilize machine learning models to predict the likelihood of parasomnia episodes before and during sleep. These models generate conditional likelihood scores for potential interventions aimed at reducing parasomnia episodes, thereby enhancing patient care.

Career Highlights

Rahul Dutta is currently employed at UnitedHealth Group Incorporated, where he applies his expertise in machine learning to develop innovative solutions in healthcare. His work focuses on improving the quality of life for individuals affected by parasomnia through advanced technological interventions.

Collaborations

Rahul has collaborated with notable colleagues, including Ninad D Sathaye and Damian Kelly, to further enhance the impact of his inventions in the healthcare sector.

Conclusion

Rahul Dutta's contributions to the field of machine learning and parasomnia management exemplify the potential of innovative technologies in improving healthcare outcomes. His work continues to pave the way for advancements in predictive data analysis and patient care.