Ayush Ranjan Lohani

Title: Ayush Ranjan Lohani: Innovator in Sleep Arousal Detection

Introduction

Ayush Ranjan Lohani is a notable inventor based in Shibpur, India. He has made significant contributions to the field of sleep monitoring through his innovative patent. His work focuses on enhancing the understanding of sleep quality, which is crucial for overall well-being.

Latest Patents

Ayush holds a patent titled "System and method for non-apnea sleep arousal detection." This invention addresses the limitations of existing manual methods for detecting non-apnea sleep arousal. The method employs a feature engineering-based binary classification approach to differentiate between non-apnea arousal and non-arousal. A training dataset is created using various physiological signals, from which multiple features are derived. A selected set of these features is then used to train several random forest classifier models. The models generate prediction probabilities for test samples, allowing for accurate predictions of non-apnea sleep arousal.

Career Highlights

Ayush is currently employed at Tata Consultancy Services Limited, where he applies his expertise in innovative technologies. His work at TCS allows him to collaborate with other talented professionals in the field.

Collaborations

Some of Ayush's coworkers include Tanuka Bhattacharjee and Deepan Das, who contribute to the collaborative environment at Tata Consultancy Services Limited.

Conclusion

Ayush Ranjan Lohani's contributions to sleep arousal detection represent a significant advancement in the field of sleep monitoring. His innovative approach has the potential to improve the quality of sleep for many individuals.