Rohan Bopardikar

Title: Innovations by Rohan Bopardikar

Introduction

Rohan Bopardikar is an accomplished inventor based in Los Altos Hills, California. He has made significant contributions to the field of machine learning, holding a total of four patents. His work focuses on improving the efficiency and effectiveness of machine learning models.

Latest Patents

One of Rohan's latest patents involves identifying contributing training datasets for outputs of machine learning models. This patent describes systems and methods for enhancing a machine learning model by storing a variety of training examples. The computing system generates a machine learning model and trains it using these examples. It computes outputs based on specific inputs and adjusts the weight of each training example to reflect its importance. This process results in the generation of training example relevance data, which is stored in the computing system.

Another notable patent by Rohan addresses the reduction of the size of neural networks through the reduction of weight matrices. This innovation involves a server computer that stores multiple training datasets and initiates the training of a neural network. During training, the server identifies and removes certain weight values from the weight matrix, resulting in a reduced weight matrix that is then stored with the neural network.

Career Highlights

Rohan has demonstrated a strong commitment to advancing technology through his innovative patents. His work has the potential to significantly impact the field of machine learning, making it more efficient and accessible.

Collaborations

Rohan collaborates with talented individuals such as Sunil Keshav Bopardikar and Nikhil Sunil Bopardikar. Their combined expertise contributes to the success of their projects and innovations.

Conclusion

Rohan Bopardikar is a notable inventor whose work in machine learning is paving the way for future advancements in the field. His patents reflect a deep understanding of technology and a commitment to innovation.