Karunasish Biswas

Title: Innovations of Karunasish Biswas

Introduction

Karunasish Biswas is an accomplished inventor based in Sammamish, WA (US). He has made significant contributions to the field of technology, particularly in machine learning and network systems. With a total of three patents to his name, Biswas has demonstrated his expertise and innovative thinking in various applications.

Latest Patents

One of his latest patents is titled "Methods, systems and computer readable media for predicting risk in network elements using machine learning." This invention involves a method, system, and computer-readable medium that identifies a weighted composite quality index for a network element. It determines historical baseline values from historical data for each component and measures deviations from these values. A risk level is assigned to the deviation, and a loss score is computed by mapping the risk level to a numerical score. An aggregated risk score is then calculated based on the sum of weighted risk scores for each component, leading to an expected risk score derived from probabilities associated with the aggregated risk score.

Another notable patent is "Zero touch cellular carrier configuration." This processing system obtains values of carrier attributes for a new carrier to be deployed in a cellular network. It constructs an attribute value matrix for existing carriers and applies regression to learn coefficients of the function. The coefficients are then used to generate a value of the configuration parameter for the new carrier, which is applied accordingly.

Career Highlights

Karunasish Biswas has worked with prominent companies such as AT&T Intellectual Property I, L.P. and AT&T Mobility II LLC. His experience in these organizations has allowed him to refine his skills and contribute to groundbreaking innovations in telecommunications and network management.

Collaborations

Throughout his career, Biswas has collaborated with talented individuals, including Supratim Deb and He Yan. These partnerships have fostered a creative environment that has led to the development of innovative solutions in his field.

Conclusion

Karunasish Biswas is a notable inventor whose work in machine learning and network systems has resulted in valuable patents. His contributions continue to influence the technology landscape, showcasing the importance of innovation in addressing complex challenges.