Saurabh Sohoney

Title: Saurabh Sohoney: Innovator in Machine Learning and Location Technologies

Introduction

Saurabh Sohoney is a prominent inventor based in Bengaluru, India. He has made significant contributions to the fields of machine learning and location-based technologies. With a total of six patents to his name, Sohoney is recognized for his innovative approaches to solving complex problems in transportation and application classification.

Latest Patents

Sohoney's latest patents include groundbreaking techniques for improving last-mile transportation. One of his notable inventions involves a machine learning model-based resolution of location information. This patent describes a method where a description of an address is received, and it is determined whether the address is associated with a known geocode. Using a machine learning model, an embedding vector of the address is generated, allowing for the identification of one or more known geocodes to associate with the address.

Another significant patent focuses on automatically identifying dynamic applications. This invention discloses various embodiments for classifying applications as either static or dynamic. By analyzing the code of an application, instances of data requests via a network are identified. Characteristics of these instances are then provided to a machine learning model, which classifies the application accordingly.

Career Highlights

Saurabh Sohoney has worked with several notable companies throughout his career. He has been associated with Amazon Technologies, Inc. and AOL Inc., where he has contributed to various innovative projects. His experience in these organizations has helped him refine his skills and expand his knowledge in technology and innovation.

Collaborations

Sohoney has collaborated with talented individuals in the industry, including Bigyan Bhar and Vineet Shashikant Chaoji. These collaborations have fostered a creative environment that has led to the development of impactful technologies.

Conclusion

Saurabh Sohoney is a distinguished inventor whose work in machine learning and location technologies has made a significant impact. His innovative patents and career achievements highlight his dedication to advancing technology and solving real-world problems.