Srinivas K Yellala

Title: Innovations of Srinivas K Yellala

Introduction

Srinivas K Yellala is an accomplished inventor based in Bellevue, WA (US). He has made significant contributions to the field of machine learning, particularly in the area of address matching. His innovative approach has the potential to enhance the accuracy of data processing in various applications.

Latest Patents

Srinivas holds a patent for "Techniques for generating a training data set for a machine-learning model." This patent outlines systems and methods for generating a synthetic training data set that can be utilized to train a machine-learning model to identify when two addresses match. The process involves tokenizing each address and scoring candidate addresses based on the number of common tokens shared with a user-defined address. The highest-scored candidate address is selected as a matching address, while others may be chosen as negative examples based on historical delivery information. This method allows for the creation of an expansive training data set using addresses associated with user profiles and authoritative sources.

Career Highlights

Srinivas is currently employed at Amazon Technologies, Inc., where he continues to innovate and develop advanced technologies. His work focuses on improving machine learning algorithms and enhancing data accuracy in various applications.

Collaborations

Srinivas has collaborated with notable colleagues, including Patrick Ian Wilson and Dmitry Vladimir Zhiyanov. Their combined expertise contributes to the advancement of technology within their field.

Conclusion

Srinivas K Yellala is a prominent inventor whose work in machine learning and address matching has the potential to revolutionize data processing. His contributions at Amazon Technologies, Inc. and his innovative patent demonstrate his commitment to advancing technology.