Sounak Paul

Title: Sounak Paul: Innovator in Hyperparameter Tuning

Introduction

Sounak Paul is a notable inventor based in Raleigh, NC (US). He has made significant contributions to the field of statistical modeling, particularly through his innovative patent related to autoregressive integrated moving average (ARIMA) models. His work focuses on enhancing the efficiency and effectiveness of hyperparameter tuning in these models.

Latest Patents

Sounak Paul holds a patent for a system and method that involves tuning hyperparameters for ARIMA models using a derivative-free approach. This patent outlines a process that includes determining a set of initial hyperparameter values, fitting an ARIMA model to these values, and selecting a tuning method. The method computes objective function values from time-series data applied to the ARIMA model, ultimately leading to a set of tuned hyperparameter values. He has 1 patent to his name.

Career Highlights

Sounak Paul is currently employed at SAS Institute Inc., a leading analytics software company. His role involves applying his expertise in statistical modeling to develop advanced analytical solutions. His innovative approach to hyperparameter tuning has the potential to significantly improve model performance in various applications.

Collaborations

Sounak collaborates with talented individuals such as Mahesh V Joshi and Iman Vasheghani Farahani. These collaborations enhance the research and development efforts at SAS Institute Inc., fostering an environment of innovation and creativity.

Conclusion

Sounak Paul's contributions to the field of statistical modeling through his patent on hyperparameter tuning in ARIMA models exemplify his innovative spirit. His work at SAS Institute Inc. and collaborations with fellow researchers further highlight his commitment to advancing analytical methodologies.