Sundeep Pothula

Title: Sundeep Pothula: Innovator in Federated Machine Learning

Introduction

Sundeep Pothula is a notable inventor based in Toronto, Canada. He has made significant contributions to the field of machine learning, particularly through his innovative patent. His work focuses on enhancing the capabilities of federated machine learning systems.

Latest Patents

Sundeep holds a patent for a "Federated machine-learning platform leveraging engineered features based on statistical tests." This patent outlines a process that includes receiving a data token to be passed from a first node to a second node. It also involves retrieving machine learning model attributes from a collection of one or more sub-models of a federated machine-learning model. The process determines if the data token is relevant for learning and adds it to a training set for the sub-models. Additionally, it includes determining a collection of data tokens to transmit from the second node to a third node and transmitting that collection.

Career Highlights

Sundeep is currently employed at Cerebri AI Inc., where he continues to develop innovative solutions in the field of artificial intelligence. His work at the company emphasizes the importance of collaboration and the application of advanced machine learning techniques.

Collaborations

Some of Sundeep's coworkers include Max Changchun Huang and Thejas Narayana Prasad. Their collective expertise contributes to the innovative environment at Cerebri AI Inc.

Conclusion

Sundeep Pothula is a prominent figure in the realm of machine learning, with a focus on federated systems. His patent and work at Cerebri AI Inc. highlight his commitment to advancing technology in this field.