Lochan Basnet

Title: The Innovative Mind of Lochan Basnet

Introduction

Lochan Basnet is a notable inventor based in Morrisville, NC (US). He has made significant contributions to the field of technology, particularly in the area of time series data forecasting. His innovative approach has led to the development of a unique patent that showcases his expertise and creativity.

Latest Patents

Lochan Basnet holds a patent for a "Decoder-only transformer model for time series data." This system and method involve forecasting a series of future data points in a long sequence of time series data. The process includes dividing the long sequence into multiple sequences, converting each sequence into a first vector, and creating second vectors from the associated time stamps. By combining these vectors, a context matrix is computed, which is then used to forecast future data points through a convolution operation. The final output is generated from the prediction layer, demonstrating a sophisticated method for handling complex data.

Career Highlights

Lochan Basnet is currently employed at SAS Institute Inc., a leading analytics software company. His work at SAS Institute has allowed him to apply his innovative ideas in a practical setting, contributing to advancements in data analysis and forecasting technologies.

Collaborations

Lochan has collaborated with talented coworkers such as Ruiwen Zhang and Bingfeng (Ben) Ding. These collaborations have likely enriched his work and fostered a creative environment for innovation.

Conclusion

Lochan Basnet is a remarkable inventor whose work in time series data forecasting exemplifies the power of innovation in technology. His contributions continue to influence the field and inspire future advancements.