Sumeet Kumar

Title: Sumeet Kumar: Innovator in Health Technology

Introduction

Sumeet Kumar is an accomplished inventor based in Hartford, CT. He has made significant contributions to the field of health technology, particularly through his innovative patent that leverages machine learning to detect chronic health conditions.

Latest Patents

Sumeet Kumar holds a patent for a "Machine learning framework for detection of chronic health conditions." This system and method utilize data collected by wearable devices, such as activity trackers or smartwatches, to identify potential health issues. The deep learning algorithms process monitored parameter data alongside additional embedding data from health records linked to the user's account. The input vector may also incorporate social determinants and demographic data. The output from these algorithms provides predictions indicating the likelihood of the user having an underlying health condition. If a condition is detected, the user can be notified directly through the wearable device or an associated application, or indirectly via their primary care provider.

Career Highlights

Sumeet Kumar is currently employed at Aetna Inc., where he continues to develop innovative solutions in health technology. His work focuses on enhancing the capabilities of wearable devices to improve health monitoring and management.

Collaborations

Sumeet collaborates with talented individuals such as Naiqian Zhi and Sarah Wohlman, contributing to a dynamic work environment that fosters innovation.

Conclusion

Sumeet Kumar's contributions to health technology through his patent demonstrate the potential of machine learning in improving chronic health condition detection. His work at Aetna Inc. and collaborations with colleagues further highlight his commitment to advancing health technology.